HEL-743: restore search shortcut and full-width responsive desk header

Co-authored-by: multica-agent <github@multica.ai>

calliope-backend/scripts/build_widget_orders.py

@@ -0,0 +1,128 @@
+"""Regenerate ``src/calliope/comfyui/ui_widget_orders.py`` (HEL-681).
+
+Offline widget-order registry for the UI→API converter. Sources, in priority:
+
+1. ``widgets_values_named`` instances across ``example_ComfyUI_workflows``
+   (including subgraph inner nodes) — the frontend serializes named widgets
+   in widget order, so the key order IS the serialization order;
+2. the repo's 10 ground-truth API exports (root ``*_API.json``) — scalar
+   input names in export order (control_after_generate entries are absent
+   there; the converter's walk skips them positionally).
+
+Run from anywhere inside the repo:
+    python scripts/build_widget_orders.py
+"""
+
+from __future__ import annotations
+
+import collections
+import json
+from pathlib import Path
+
+BACKEND = Path(__file__).resolve().parents[1]
+REPO = BACKEND.parent
+EXAMPLES = REPO / "example_ComfyUI_workflows"
+OUT = BACKEND / "src" / "calliope" / "comfyui" / "ui_widget_orders.py"
+
+BUTTONS = {"preview", "audioUI", "compare_view", "ToggleableColorPicker", "imagebrowser"}
+MAX_SIGNATURES = 3
+MAX_ORDER_LEN = 48
+
+# Hand-curated fallbacks for node classes the corpus never serializes with
+# names (classic core/custom widgets whose order is stable and public).
+CURATED: dict[str, list[list[str]]] = {
+    "PrimitiveNode": [["value"]],
+    "Seed (rgthree)": [["seed"]],
+}
+
+
+def _iter_ui_nodes() -> list[dict]:
+    nodes: list[dict] = []
+    for path in sorted(EXAMPLES.rglob("*.json")):
+        try:
+            data = json.loads(path.read_text(encoding="utf-8"))
+        except (json.JSONDecodeError, OSError):
+            continue
+        if not (isinstance(data, dict) and isinstance(data.get("nodes"), list)):
+            continue
+        nodes.extend(n for n in data["nodes"] if isinstance(n, dict))
+        for sub in data.get("definitions", {}).get("subgraphs", []) or []:
+            if isinstance(sub, dict):
+                nodes.extend(n for n in sub.get("nodes", []) or [] if isinstance(n, dict))
+    return nodes
+
+
+def _iter_api_workflows() -> list[dict]:
+    out: list[dict] = []
+    for path in sorted(EXAMPLES.glob("*_API.json")):
+        try:
+            data = json.loads(path.read_text(encoding="utf-8"))
+        except (json.JSONDecodeError, OSError):
+            continue
+        if isinstance(data, dict) and "nodes" not in data:
+            out.append(data)
+    return out
+
+
+def main() -> None:
+    learned: dict[str, collections.Counter[tuple[str, ...]]] = collections.defaultdict(
+        collections.Counter
+    )
+    for node in _iter_ui_nodes():
+        named = node.get("widgets_values_named")
+        if not isinstance(named, dict) or not named:
+            continue
+        keys = tuple(
+            str(k) for k in named.keys() if k and k not in BUTTONS
+        )
+        if keys and len(keys) <= MAX_ORDER_LEN:
+            learned[str(node.get("type") or "")][keys] += 1
+
+    for workflow in _iter_api_workflows():
+        for node in workflow.values():
+            if not isinstance(node, dict):
+                continue
+            names = [
+                str(k)
+                for k, v in (node.get("inputs") or {}).items()
+                if not isinstance(v, list) and k and k not in BUTTONS
+            ]
+            if len(names) > MAX_ORDER_LEN:
+                continue
+            # Display nodes (PreviewAny…) carry zero scalar inputs — that
+            # empty order is real signal: their positional arrays are pure
+            # button leftovers and map to {}.
+            learned[str(node.get("class_type") or "")][tuple(names)] += 1
+
+    registry: dict[str, list[list[str]]] = {}
+    for node_type, counter in sorted(learned.items()):
+        if not node_type:
+            continue
+        orders: list[list[str]] = []
+        for signature, _count in counter.most_common(MAX_SIGNATURES):
+            orders.append(list(signature))
+        if orders:
+            registry[node_type] = orders
+    for node_type, orders in CURATED.items():
+        registry.setdefault(node_type, orders)
+
+    body = json.dumps(registry, ensure_ascii=False, indent=1, sort_keys=True)
+    OUT.write_text(
+        '"""GENERATED by scripts/build_widget_orders.py — do not edit by hand.\n'
+        "\n"
+        "Widget-order registry for the UI→API converter: class_type → candidate\n"
+        "widget name orders, learned from the repo's named-widget UI files and\n"
+        "ground-truth API exports (HEL-681).\n"
+        '"""\n'
+        "\n"
+        "from __future__ import annotations\n"
+        "\n"
+        f"WIDGET_ORDERS: dict[str, list[list[str]]] = {body}\n",
+        encoding="utf-8",
+    )
+    total = sum(len(o) for orders in registry.values() for o in orders)
+    print(f"wrote {OUT.name}: {len(registry)} node types, {total} orders total")
+
+
+if __name__ == "__main__":
+    main()

calliope-backend/scripts/ui_import_dryrun.py

@@ -0,0 +1,170 @@
+"""Generate the HEL-681 dry-run report over the repo's UI workflow library.
+
+Walks ``example_ComfyUI_workflows`` (or ``--root``), runs every file through
+the production converter + lint + parser pipeline (exactly what
+``POST /api/workflows/convert`` does, minus HTTP), and writes a JSON detail
+file plus a human-readable Markdown summary. Read-only: nothing is imported,
+no DB is touched.
+
+Usage:
+    python scripts/ui_import_dryrun.py [--root DIR] [--out PREFIX]
+"""
+
+from __future__ import annotations
+
+import argparse
+import collections
+import json
+import sys
+from pathlib import Path
+
+BACKEND = Path(__file__).resolve().parents[1]
+sys.path.insert(0, str(BACKEND / "src"))
+
+from calliope.comfyui.lint import workflow_warnings  # noqa: E402
+from calliope.comfyui.metadata import suggested_metadata  # noqa: E402
+from calliope.comfyui.parser import classify_usage  # noqa: E402
+from calliope.comfyui.ui_convert import convert_ui_workflow  # noqa: E402
+
+REPO = BACKEND.parent
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--root", default=str(REPO / "example_ComfyUI_workflows"))
+    parser.add_argument("--out", default=str(REPO / "dryrun_report"))
+    args = parser.parse_args()
+    root = Path(args.root)
+    out_prefix = Path(args.out)
+
+    entries = []
+    for path in sorted(root.rglob("*.json")):
+        try:
+            data = json.loads(path.read_text(encoding="utf-8"))
+        except (json.JSONDecodeError, OSError) as exc:
+            entries.append(
+                {
+                    "source_path": str(path.relative_to(root)),
+                    "status": "fail",
+                    "issues": [{"code": "unreadable", "message": str(exc)}],
+                }
+            )
+            continue
+        if not (isinstance(data, dict) and isinstance(data.get("nodes"), list)):
+            continue  # API-format / non-workflow files are out of scope
+        rel = str(path.relative_to(root))
+        result = convert_ui_workflow(data)
+        entry: dict = {
+            "source_path": rel,
+            "status": result.status,
+            "needs_confirmation": result.needs_confirmation,
+            "issues": [
+                {"node_id": i.node_id, "code": i.code, "level": i.level, "message": i.message}
+                for i in result.issues
+            ],
+        }
+        if result.workflow is not None:
+            entry["node_count"] = len(result.workflow)
+            entry["suggested"] = suggested_metadata(result.workflow, rel, data)
+            errors = [w for w in workflow_warnings(result.workflow) if w["level"] == "error"]
+            entry["lint_errors"] = [e["code"] for e in errors]
+            entry["importable"] = not result.needs_confirmation and not errors
+        else:
+            entry["importable"] = False
+        entries.append(entry)
+
+    counts = collections.Counter(e["status"] for e in entries)
+    code_counts = collections.Counter(
+        i["code"] for e in entries for i in e["issues"]
+    )
+    category_counts = collections.Counter(
+        (e.get("suggested") or {}).get("category") or "?" for e in entries
+    )
+    family_counts = collections.Counter(
+        (e.get("suggested") or {}).get("model_family") or "?" for e in entries
+    )
+    importable = sum(1 for e in entries if e.get("importable"))
+    needs_confirmation = sum(1 for e in entries if e["needs_confirmation"])
+    lint_blocked = [e for e in entries if e.get("lint_errors")]
+
+    detail = {
+        "root": str(root),
+        "total": len(entries),
+        "status_counts": dict(counts),
+        "issue_code_counts": dict(code_counts),
+        "importable": importable,
+        "needs_confirmation": needs_confirmation,
+        "lint_blocked": [e["source_path"] for e in lint_blocked],
+        "files": entries,
+    }
+    out_prefix.parent.mkdir(parents=True, exist_ok=True)
+    (out_prefix.with_suffix(".json")).write_text(
+        json.dumps(detail, ensure_ascii=False, indent=1), encoding="utf-8"
+    )
+
+    lines = [
+        "# HEL-681 工作流 UI→API 转换 dry-run 报告",
+        "",
+        f"- 扫描目录：`{root}`（根目录 10 个 API 格式旧文件不在本管线范围）",
+        f"- UI 格式文件总数：**{len(entries)}**",
+        f"- 转换结果：ok **{counts.get('ok', 0)}** / warn **{counts.get('warn', 0)}** / fail **{counts.get('fail', 0)}**",
+        f"- 其中「需人工确认」（控件无法可靠映射，禁止直接导入）：**{needs_confirmation}**",
+        f"- 通过转换＋lint 后可直接导入：**{importable}**",
+        f"- 转换成功但被现有 lint 拦截（导入时按阻止处理）：**{len(lint_blocked)}**",
+        "",
+        "## 分类分布（自动提取）",
+        "",
+        "| 分类 | 数量 |",
+        "|---|---|",
+    ]
+    for cat, n in sorted(category_counts.items()):
+        lines.append(f"| {cat} | {n} |")
+    lines += ["", "## 模型家族分布（自动提取）", "", "| 家族 | 数量 |", "|---|---|"]
+    for fam, n in sorted(family_counts.items(), key=lambda kv: -kv[1]):
+        lines.append(f"| {fam} | {n} |")
+    lines += ["", "## 问题代码统计", "", "| 代码 | 次数 | 含义 |", "|---|---|---|"]
+    meaning = {
+        "muted_input_dropped": "上游节点被静音，输入按未连接处理",
+        "variable_upstream_dropped": "Set/Get 变量上游被旁路，取值按未连接处理",
+        "get_without_set": "GetNode 没有同名 SetNode",
+        "widget_unmapped": "控件值无法可靠映射到输入名（需人工确认）",
+        "widget_order_mismatch": "控件数量与已知顺序不符（需人工确认）",
+        "no_output_node": "图中无已知输出节点，全部活跃节点保留待确认",
+        "cyclic_variable": "Set/Get 循环（FOR 循环流），该连线按未连接处理",
+        "dangling_link": "连线指向不存在的节点",
+    }
+    for code, n in code_counts.most_common():
+        lines.append(f"| `{code}` | {n} | {meaning.get(code, '')} |")
+    lines += ["", "## 需人工确认文件清单", ""]
+    for e in entries:
+        if e["needs_confirmation"]:
+            reasons = sorted({i["code"] for i in e["issues"]})[:3]
+            lines.append(f"- `{e['source_path']}`（{', '.join(reasons)}）")
+    lines += ["", "## lint 拦截文件清单", ""]
+    for e in lint_blocked:
+        lines.append(f"- `{e['source_path']}`（{', '.join(e['lint_errors'])}）")
+    lines += [
+        "",
+        "## 逐文件结果",
+        "",
+        "| 文件 | 状态 | 节点数 | 分类 | 模型家族 | 用途 | 问题 |",
+        "|---|---|---|---|---|---|---|",
+    ]
+    for e in entries:
+        sug = e.get("suggested") or {}
+        issues = collections.Counter(i["code"] for i in e["issues"])
+        issue_text = ", ".join(f"{c}×{n}" for c, n in issues.most_common(2)) or "-"
+        usage = sug.get("usage") or ("待定" if sug.get("usage_ambiguous") else "-")
+        lines.append(
+            f"| `{e['source_path']}` | {e['status']} | {e.get('node_count', '-')} "
+            f"| {sug.get('category') or '-'} | {sug.get('model_family') or '-'} "
+            f"| {usage} | {issue_text} |"
+        )
+    (out_prefix.with_suffix(".md")).write_text("\n".join(lines) + "\n", encoding="utf-8")
+    print(f"{len(entries)} files: {dict(counts)}, importable={importable}, nc={needs_confirmation}")
+    print(f"report → {out_prefix}.md / {out_prefix}.json")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

calliope-backend/src/calliope/comfyui/metadata.py

@@ -0,0 +1,160 @@
+"""Suggested workflow metadata for imports (HEL-681 / S2 data layer).
+
+Everything here derives from two honest sources: the repo directory the file
+came from (category) and the converted API graph itself (usage, media in/out,
+model family, note text). Per HEL-675's inventory, clean display names and
+tags stay human work — the suggestion is a starting point, never a guess that
+hides uncertainty.
+"""
+
+from __future__ import annotations
+
+import re
+from typing import Any
+
+from calliope.comfyui.parser import (
+    classify_usage,
+    parse_dynamic_inputs,
+    parse_dynamic_outputs,
+)
+
+# Repo top-level directory → (category key, display label). Directory names
+# are mapping sources only — they never surface to users verbatim.
+CATEGORY_DIRS: dict[str, tuple[str, str]] = {
+    "0-基础处理：图像合并-音频分离-视频截取合并-图像视频放大": ("basic", "基础处理"),
+    "1-语音生成": ("audio_tts", "语音生成"),
+    "2-音乐生成": ("music", "音乐生成"),
+    "3-图像生成": ("image", "图像生成"),
+    "4-视频生成": ("video", "视频生成"),
+    "5-数字人": ("digital_human", "数字人"),
+    "6-动作迁移": ("motion_transfer", "动作迁移"),
+}
+
+# Evidence patterns → model family. Shared VAE/text-encoder files must NOT
+# count (HEL-675: Anima/Z-Image graphs reference qwen_image_vae and get
+# mislabeled Qwen — `qwen.?image(?!_vae)` is deliberate).
+_FAMILY_PATTERNS: tuple[tuple[str, str], ...] = (
+    (r"minimax[_\-]?(music|_audio)|MiniMaxMusic", "MiniMax-Music"),
+    (r"minimax.?h3|minimax_h3|h3[-_]realism|fl2v[aa]?", "MiniMax-H3"),
+    (r"ltx[-_.]?2", "LTX-2.5"),
+    (r"ltx", "LTX"),
+    (r"krea", "Krea2"),
+    (r"qwen.?image(?!_vae)|qwen_image_2|qwen2vl|qwen3vl|Qwen3?[-.]?ASR|qwen3?[-_.]?tts", "Qwen"),
+    (r"z[._-]?image", "Z-Image"),
+    (r"flux", "Flux"),
+    (r"\bwan", "Wan"),
+    (r"ace[_-]?step", "ACE-Step"),
+    (r"index[_-]?tts", "IndexTTS2"),
+    (r"anima[-_.]?(turbo|klein)", "Anima"),
+    (r"sdpose", "SDPose"),
+    (r"gemma", "Gemma"),
+    (r"instantmesh|instant_mesh", "InstantMesh"),
+    (r"hidream", "HiDream"),
+)
+_FAMILY_RE = [(re.compile(pat, re.IGNORECASE), fam) for pat, fam in _FAMILY_PATTERNS]
+
+# Main-model loaders dominate the vote: a UNET/checkpoint reference says far
+# more about the workflow's family than a shared VAE or text encoder does.
+_PRIMARY_LOADER_RE = re.compile(r"UNETLoader|CheckpointLoader|unet|diffusion_model", re.IGNORECASE)
+
+# Directory names that carry family evidence the files' own widget values
+# lack (HEL-675: 14 krea2 files reference no "krea" string at all).
+_FAMILY_DIRS = (
+    (re.compile(r"krea2", re.IGNORECASE), "Krea2"),
+    (re.compile(r"Minimax-h3|uncensored", re.IGNORECASE), "MiniMax-H3"),
+    (re.compile(r"Z-Image", re.IGNORECASE), "Z-Image"),
+    (re.compile(r"Qwen-Image", re.IGNORECASE), "Qwen"),
+    (re.compile(r"^Anima$", re.IGNORECASE), "Anima"),
+    (re.compile(r"Flux", re.IGNORECASE), "Flux"),
+)
+
+_NOTE_TYPES = frozenset({"Note", "MarkdownNote"})
+
+
+def category_from_source_path(source_path: str | None) -> tuple[str | None, str | None]:
+    """(category key, label) derived from the file's repo-relative path."""
+    if not source_path:
+        return None, None
+    head = source_path.replace("\\", "/").split("/", 1)[0]
+    return CATEGORY_DIRS.get(head, (None, None))
+
+
+def model_family_from(workflow: dict[str, Any], source_path: str | None = None) -> str | None:
+    """The graph's dominant model family: main-model loader references weigh
+    triple, other node evidence single, and the repo sub-directory adds a
+    strong vote for families the widget values don't spell out."""
+    votes: dict[str, int] = {}
+    for node in workflow.values():
+        if not isinstance(node, dict):
+            continue
+        class_type = str(node.get("class_type") or "")
+        blob = " ".join(
+            [class_type]
+            + [str(v) for v in (node.get("inputs") or {}).values() if isinstance(v, str)]
+        )
+        weight = 3 if _PRIMARY_LOADER_RE.search(blob) else 1
+        for pattern, family in _FAMILY_RE:
+            if pattern.search(blob):
+                votes[family] = votes.get(family, 0) + weight
+                break  # one vote per node: strongest family that node shows
+    if source_path:
+        parts = source_path.replace("\\", "/").split("/")
+        for part in parts[1:2]:
+            for pattern, family in _FAMILY_DIRS:
+                if pattern.search(part):
+                    votes[family] = votes.get(family, 0) + 2
+    if not votes:
+        return None
+    return max(votes.items(), key=lambda kv: kv[1])[0]
+
+
+def note_description(ui_workflow: dict[str, Any], limit: int = 160) -> str | None:
+    """First non-trivial author note as description material (never final copy)."""
+    for node in ui_workflow.get("nodes") or []:
+        if not isinstance(node, dict) or str(node.get("type")) not in _NOTE_TYPES:
+            continue
+        values = node.get("widgets_values")
+        text = values[0] if isinstance(values, list) and values else None
+        if isinstance(values, dict):
+            text = values.get("text") or next(iter(values.values()), None)
+        if isinstance(text, str):
+            text = text.strip()
+            if len(text) >= 8:
+                return text[:limit].strip()
+    return None
+
+
+def suggested_metadata(
+    converted: dict[str, Any],
+    source_path: str | None = None,
+    ui_workflow: dict[str, Any] | None = None,
+) -> dict[str, Any]:
+    """The import suggestion bundle for one converted workflow."""
+    judgment = classify_usage(converted)
+    media_kinds = ("image", "image_list", "video", "video_list", "audio", "audio_list")
+    media_in = sorted(
+        {
+            entry["kind"].replace("_list", "")
+            for entry in parse_dynamic_inputs(converted)
+            if entry.get("kind") in media_kinds
+        }
+    )
+    media_out = sorted(
+        {
+            str(entry.get("kind"))
+            for entry in parse_dynamic_outputs(converted)
+            if entry.get("kind") in ("image", "video", "audio")
+        }
+    )
+    category, category_label = category_from_source_path(source_path)
+    return {
+        "kind": "video" if "video" in media_out and "image" not in media_out else "image",
+        "usage": judgment["usage"],
+        "usage_ambiguous": judgment["ambiguous"],
+        "category": category,
+        "category_label": category_label,
+        "model_family": model_family_from(converted, source_path),
+        "media_in": media_in,
+        "media_out": media_out,
+        "description": note_description(ui_workflow or {}),
+    }

calliope-backend/src/calliope/comfyui/ui_convert.py

@@ -0,0 +1,801 @@
+"""UI→API converter for ComfyUI workflow JSON (HEL-681 / S2 data layer).
+
+ComfyUI saves two formats: the editor ("UI") format with ``nodes``/``links``
+arrays, and the API ("prompt") format ``{node_id: {class_type, inputs}}`` the
+product executes. This module converts UI→API offline and deterministically:
+
+* links are rewritten through ``Reroute`` chains and bypassed (mode 4) nodes;
+* packed subgraph instances (frontend ≥1.x ``definitions.subgraphs``) expand
+  into their inner nodes under qualified ids ``<packed>:<inner>`` — the same
+  scheme ComfyUI itself exports;
+* widget values map through, in priority order: the node's serialized input
+  list (entries carrying a ``widget`` marker — authoritative, this corpus's
+  frontend version always writes them), the ``widgets_values_named`` dict,
+  then a generated registry of widget orders learned from the corpus and the
+  repo's ground-truth API exports (``ui_widget_orders``).
+
+Anything that cannot be mapped with certainty is reported as an issue and the
+file is flagged ``needs_confirmation`` — never silently guessed: a wrong
+widget order produces a runnable-looking workflow with swapped seed/steps,
+which is worse than an honest「需人工确认」.
+"""
+
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+from typing import Any
+
+from calliope.comfyui.ui_widget_orders import WIDGET_ORDERS
+
+# Values of the frontend-only "control_after_generate" control that serializes
+# right after every seed-like INT widget (and is not a real server input).
+_CONTROL_MODES = frozenset({"fixed", "increment", "decrement", "randomize"})
+
+# Widget names that are pure UI buttons/previews — never serialized in
+# widgets_values (named dicts skip them too) and never API inputs.
+_BUTTON_WIDGETS = frozenset(
+    {"preview", "audioUI", "compare_view", "ToggleableColorPicker", "imagebrowser"}
+)
+
+# Leftover positional values that are provably action buttons, not data:
+# known labels, self-describing ids, or emoji-prefixed actions. Anything
+# else left over keeps the file in the needs-confirmation queue.
+_BUTTON_LEFTOVER_LABELS = frozenset({"Edit", "lanpaint_star_button"})
+_BUTTON_LEFTOVER_EMOJI = ("🖼", "🎬", "🎵", "➕", "🔁", "🗑", "📂", "🔎", "✨")
+
+
+def _is_button_leftover(value: Any) -> bool:
+    if value is None or value == "":
+        return True
+    if isinstance(value, str):
+        return (
+            value in _BUTTON_LEFTOVER_LABELS
+            or "button" in value.lower()
+            or value.startswith(_BUTTON_LEFTOVER_EMOJI)
+        )
+    return False
+
+# Virtual editor-only nodes. Links pass *through* reroute-style ones (see
+# _resolve_source); the rest are dropped from the graph entirely.
+_REROUTE_TYPES = frozenset({"Reroute", "Reroute (rgthree)"})
+# Frontend-virtual variable nodes: SetNode captures a value under a name,
+# GetNode reads it. Neither reaches the server — links through a Get resolve
+# to whatever its same-named Set captured (scope-local).
+_SET_TYPES = frozenset({"SetNode"})
+_GET_TYPES = frozenset({"GetNode"})
+_UI_ONLY_TYPES = frozenset(
+    {
+        "Note",
+        "MarkdownNote",
+        "Image Comparer (rgthree)",
+        "GH_ImageVideoComparer",
+        "Label (rgthree)",
+        "Fast Groups Bypasser (rgthree)",
+        "Fast Groups Muter (rgthree)",
+        "Fast Muter (rgthree)",
+        "FastGroupsBypassSwitch",
+        "Mute / Bypass Repeater (rgthree)",
+    }
+)
+
+# Server-side OUTPUT nodes: the closure roots. Learned from the repo's
+# ground-truth API exports (their unreferenced classes) + the corpus's
+# real save/preview sinks (SaveVideo/SaveImageAdvanced/… custom nodes).
+_OUTPUT_CLASSES = frozenset(
+    {
+        "SaveImage",
+        "PreviewImage",
+        "SaveImageAdvanced",
+        "SaveImageKJ",
+        "SaveAnimatedWEBP",
+        "SaveAnimatedPNG",
+        "SaveAnimatedGIF",
+        "SaveVideo",
+        "SaveAudio",
+        "SaveAudioMP3",
+        "SaveAudioAdvanced",
+        "PreviewAudio",
+        "MaskPreview",
+        "MaskPreview+",
+        "ImageAndMaskPreview",
+        "VHS_VideoCombine",
+        "easy saveVideo",
+        "easy multitrackProjectVideoCombine",
+        "easy multiTrackInfoOutput",
+        "easy multiTrackTaskOutput",
+        "easy compareVideos",
+        "easy compareImages",
+        "easy showText",
+        "easy imageWall",
+        "CR Prompt Text",
+        "PreviewAny",
+        "easy clearGpuUsed",
+        "easy clearCacheAll",
+        "easy showSpentTime",
+    }
+)
+
+MODE_ACTIVE = 0
+MODE_MUTED = 2
+MODE_BYPASSED = 4
+
+_SUBGRAPH_IN = -10  # pseudo-node id of a subgraph's boundary input
+_SUBGRAPH_OUT = -20  # pseudo-node id of a subgraph's boundary output
+
+
+@dataclass
+class ConvertIssue:
+    node_id: str
+    code: str
+    message: str
+    level: str = "warning"  # 'error' | 'warning'
+
+
+@dataclass
+class ConvertResult:
+    workflow: dict[str, Any] | None
+    status: str  # 'ok' | 'warn' | 'fail'
+    issues: list[ConvertIssue] = field(default_factory=list)
+
+    @property
+    def needs_confirmation(self) -> bool:
+        """Widget mapping uncertain — must not be imported as runnable."""
+        return any(
+            i.code in ("widget_unmapped", "widget_order_mismatch") for i in self.issues
+        )
+
+
+def _norm_link(link: Any) -> tuple[int, int, int, int, int, str] | None:
+    """(id, origin_id, origin_slot, target_id, target_slot, type) from either form."""
+    if isinstance(link, dict):
+        try:
+            return (
+                int(link["id"]),
+                int(link["origin_id"]),
+                int(link["origin_slot"]),
+                int(link["target_id"]),
+                int(link["target_slot"]),
+                str(link.get("type") or "*"),
+            )
+        except (KeyError, TypeError, ValueError):
+            return None
+    if isinstance(link, (list, tuple)) and len(link) >= 5:
+        try:
+            return (
+                int(link[0]),
+                int(link[1]),
+                int(link[2]),
+                int(link[3]),
+                int(link[4]),
+                str(link[5]) if len(link) > 5 and link[5] else "*",
+            )
+        except (TypeError, ValueError):
+            return None
+    return None
+
+
+def _is_seed_like(name: str) -> bool:
+    lowered = name.lower()
+    return lowered in ("seed", "noise_seed", "value", "rand_seed", "random_seed") or (
+        lowered.endswith("seed")
+    )
+
+
+def _is_upload_entry(name: str, type_: str) -> bool:
+    return type_.upper().endswith("UPLOAD") or name == "upload" or "UPLOAD" in type_.upper()
+
+
+class _Converter:
+    """One conversion run over a single UI-format document."""
+
+    def __init__(self, ui: dict[str, Any]) -> None:
+        self.ui = ui
+        self.issues: list[ConvertIssue] = []
+        self.subgraphs: dict[str, dict[str, Any]] = {
+            str(s.get("id")): s
+            for s in self.ui.get("definitions", {}).get("subgraphs", []) or []
+            if isinstance(s, dict)
+        }
+        # qualified id → UI node + owning scope
+        self.nodes: dict[str, dict[str, Any]] = {}
+        # scope key ('' for top level) → link table / node-id index / owner
+        self.scope_links: dict[str, dict[int, tuple[int, int, int, int, str]]] = {}
+        self.scope_ids: dict[str, dict[str, str]] = {}
+        self.scope_owner: dict[str, str] = {}
+        self._set_capture_cache: dict[str, dict[str, tuple[str, int]]] = {}
+        self._set_names: dict[str, set[str]] = {}
+        self._depth = 0
+        self._cycle_warned = False
+        self._set_building: set[str] = set()
+
+    # -------------------------------------------------------------- indexing
+    def _index_scope(self, scope: str, links: list[Any], owner: str | None) -> None:
+        table = self.scope_links.setdefault(scope, {})
+        for link in links or []:
+            norm = _norm_link(link)
+            if norm is not None:
+                table[norm[0]] = norm[1:]
+        self.scope_ids.setdefault(scope, {})
+        if owner is not None:
+            self.scope_owner[scope] = owner
+
+    def _flatten(
+        self, node: dict[str, Any], scope: str, prefix: str
+    ) -> None:
+        qualified = f"{prefix}{node.get('id')}"
+        self.nodes[qualified] = {"node": node, "scope": scope}
+        self.scope_ids.setdefault(scope, {})[str(node.get("id"))] = qualified
+        sub = self.subgraphs.get(str(node.get("type") or ""))
+        if sub is None:
+            return
+        if not isinstance(sub.get("nodes"), list):
+            self.issues.append(
+                ConvertIssue(qualified, "subgraph_bad_definition", "子图缺少内部节点定义")
+            )
+            return
+        sub_scope = f"{scope}|{node.get('type')}" if scope else f"{node.get('type')}"
+        if sub_scope not in self.scope_links:
+            self._index_scope(sub_scope, sub.get("links") or [], qualified)
+        for inner in sub["nodes"]:
+            if isinstance(inner, dict):
+                self._flatten(inner, sub_scope, f"{qualified}:")
+
+    # --------------------------------------------------------------- lookups
+    def _node(self, qualified: str) -> dict[str, Any] | None:
+        entry = self.nodes.get(qualified)
+        return entry["node"] if entry else None
+
+    def _scope(self, qualified: str) -> str:
+        entry = self.nodes.get(qualified)
+        return entry["scope"] if entry else ""
+
+    def _link(self, scope: str, link_id: Any) -> tuple[int, int, int, int, str] | None:
+        if link_id is None:
+            return None
+        try:
+            key = int(link_id)
+        except (TypeError, ValueError):
+            return None
+        return self.scope_links.get(scope, {}).get(key)
+
+    def _boundary_source(self, scope: str, link_id: Any) -> tuple[str, int] | None:
+        """(packed qualified id, boundary slot) when this link leaves a
+        subgraph through its -10 input boundary."""
+        link = self._link(scope, link_id)
+        if link is None or link[0] != _SUBGRAPH_IN:
+            return None
+        packed_q = self.scope_owner.get(scope)
+        if packed_q is None:
+            return None
+        return packed_q, link[1]
+
+    def _subgraph_of(self, qualified: str) -> dict[str, Any] | None:
+        node = self._node(qualified)
+        if node is None:
+            return None
+        return self.subgraphs.get(str(node.get("type") or ""))
+
+    @staticmethod
+    def _virtual_name(node: dict[str, Any]) -> str:
+        """A Set/Get node's captured variable name (its first widget value)."""
+        named = node.get("widgets_values_named")
+        if isinstance(named, dict):
+            for key in ("const_name", "name", "value"):
+                if key in named:
+                    return str(named[key])
+        values = node.get("widgets_values")
+        if isinstance(values, list) and values and isinstance(values[0], str):
+            return values[0]
+        return ""
+
+    def _set_captures(self, scope: str) -> dict[str, tuple[str, int]]:
+        """{variable name → resolved source} for the Set nodes in one scope."""
+        table = self._set_capture_cache.get(scope)
+        if table is not None:
+            return table
+        table = {}
+        # Seed before resolving: a Set feeding a same-named Get (FOR-loop
+        # graphs) would otherwise recurse into this builder forever. A miss
+        # while building is not a missing Set — never warn mid-construction.
+        self._set_capture_cache[scope] = table
+        self._set_building.add(scope)
+        try:
+            return self._build_set_captures(scope, table)
+        finally:
+            self._set_building.discard(scope)
+
+    def _build_set_captures(
+        self, scope: str, table: dict[str, tuple[str, int]]
+    ) -> dict[str, tuple[str, int]]:
+        names: set[str] = set()
+        for qualified, entry in self.nodes.items():
+            if entry["scope"] != scope:
+                continue
+            node = entry["node"]
+            if str(node.get("type") or "") not in _SET_TYPES:
+                continue
+            name = self._virtual_name(node)
+            if not name:
+                continue
+            names.add(name)
+            ins = self._inputs_of(node)
+            link = self._link(scope, ins[0].get("link")) if ins else None
+            resolved = self._resolve_link(scope, link)
+            if resolved is not None:
+                table.setdefault(name, resolved)
+        self._set_names[scope] = names
+        self._set_capture_cache[scope] = table
+        return table
+
+    @staticmethod
+    def _inputs_of(node: dict[str, Any]) -> list[dict[str, Any]]:
+        return [i for i in node.get("inputs") or [] if isinstance(i, dict)]
+
+    @staticmethod
+    def _outputs_of(node: dict[str, Any]) -> list[dict[str, Any]]:
+        return [o for o in node.get("outputs") or [] if isinstance(o, dict)]
+
+    # ------------------------------------------------------------- resolution
+    def _resolve_link(
+        self, scope: str, link: tuple[int, int, int, int, str] | None
+    ) -> tuple[str, int] | None:
+        """Resolve one link (in scope) to an API source (qualified id, slot)."""
+        if link is None:
+            return None
+        if self._depth > 200:  # Set/Get cycles (FOR-loop graphs) never unwind
+            if not self._cycle_warned:
+                self._cycle_warned = True
+                self.issues.append(
+                    ConvertIssue(
+                        "",
+                        "cyclic_variable",
+                        "变量/Set-Get 连线存在循环（常见于 FOR 循环流），该连线按未连接处理",
+                    )
+                )
+            return None
+        self._depth += 1
+        try:
+            return self._resolve_link_inner(scope, link)
+        finally:
+            self._depth -= 1
+
+    def _resolve_link_inner(
+        self, scope: str, link: tuple[int, int, int, int, str]
+    ) -> tuple[str, int] | None:
+        origin_id, origin_slot = link[0], link[1]
+        if origin_id == _SUBGRAPH_IN:
+            # Boundary: hand off to the packed instance's own input slot.
+            packed_q = self.scope_owner.get(scope)
+            if packed_q is None:
+                return None
+            node = self._node(packed_q)
+            if node is None:
+                return None
+            entries = self._inputs_of(node)
+            if origin_slot >= len(entries):
+                return None
+            entry = entries[origin_slot]
+            if entry.get("link") is None:
+                return None  # unlinked boundary → inner widget value applies
+            outer = self._scope(packed_q)
+            return self._resolve_link(outer, self._link(outer, entry.get("link")))
+        qualified = self.scope_ids.get(scope, {}).get(str(origin_id))
+        if qualified is None:
+            return None
+        return self._resolve_source(qualified, origin_slot)
+
+    def _resolve_source(self, qualified: str, slot: int) -> tuple[str, int] | None:
+        """What an outgoing edge from (node, output slot) really connects to."""
+        node = self._node(qualified)
+        if node is None:
+            return None
+        node_type = str(node.get("type") or "")
+        mode = node.get("mode") or 0
+        scope = self._scope(qualified)
+
+        if node_type in _UI_ONLY_TYPES:
+            return None
+
+        if node_type in _REROUTE_TYPES:
+            ins = self._inputs_of(node)
+            if not ins:
+                return None
+            return self._resolve_link(scope, self._link(scope, ins[0].get("link")))
+
+        if node_type in _SET_TYPES:
+            ins = self._inputs_of(node)
+            if not ins:
+                return None
+            return self._resolve_link(scope, self._link(scope, ins[0].get("link")))
+
+        if node_type in _GET_TYPES:
+            name = self._virtual_name(node)
+            captured = self._set_captures(scope).get(name)
+            if captured is None and scope not in self._set_building:
+                if name in self._set_names.get(scope, set()):
+                    self.issues.append(
+                        ConvertIssue(
+                            qualified,
+                            "variable_upstream_dropped",
+                            f"变量「{name}」的上游被旁路或未连接，取值按未连接处理",
+                        )
+                    )
+                else:
+                    self.issues.append(
+                        ConvertIssue(
+                            qualified,
+                            "get_without_set",
+                            f"变量节点「{name}」没有对应的 Set 节点",
+                        )
+                    )
+            return captured
+
+        sub = self._subgraph_of(qualified)
+        if sub is not None:
+            outputs = [o for o in sub.get("outputs") or [] if isinstance(o, dict)]
+            if slot >= len(outputs):
+                return None
+            sub_scope = f"{scope}|{node_type}" if scope else node_type
+            for link in self.scope_links.get(sub_scope, {}).values():
+                if link[2] == _SUBGRAPH_OUT and link[3] == slot:
+                    inner_q = self.scope_ids.get(sub_scope, {}).get(str(link[0]))
+                    return self._resolve_source(inner_q, link[1]) if inner_q else None
+            return None  # boundary output with no inner source
+
+        if mode == MODE_MUTED:
+            return None
+        if mode == MODE_BYPASSED:
+            return self._bypass_through(qualified, slot)
+        return (qualified, slot)
+
+    def _bypass_through(self, qualified: str, slot: int) -> tuple[str, int] | None:
+        """Pass-through of a bypassed node: same-name input first, then same-type."""
+        node = self._node(qualified)
+        if node is None:
+            return None
+        outputs = self._outputs_of(node)
+        out = outputs[slot] if slot < len(outputs) else {}
+        out_name = str(out.get("name") or "")
+        out_type = str(out.get("type") or "*")
+        linkable = [
+            e for e in self._inputs_of(node) if not e.get("widget") and e.get("link") is not None
+        ]
+        pick = None
+        if out_name:
+            pick = next((e for e in linkable if str(e.get("name") or "") == out_name), None)
+        if pick is None:
+            pick = next(
+                (
+                    e
+                    for e in linkable
+                    if out_type == "*" or str(e.get("type") or "*") in (out_type, "*")
+                ),
+                None,
+            )
+        if pick is None:
+            return None
+        scope = self._scope(qualified)
+        return self._resolve_link(scope, self._link(scope, pick.get("link")))
+
+    # --------------------------------------------------------- widget mapping
+    def _widget_entries(self, node: dict[str, Any]) -> list[tuple[str, str]]:
+        """[(name, type)] of entries carrying the ``widget`` marker, in order."""
+        out: list[tuple[str, str]] = []
+        for entry in self._inputs_of(node):
+            marker = entry.get("widget")
+            if isinstance(marker, dict):
+                name = str(marker.get("name") or entry.get("name") or "")
+                if name:
+                    out.append((name, str(entry.get("type") or "")))
+        return out
+
+    def _widgets_from_entries(
+        self,
+        node_id: str,
+        entries: list[tuple[str, str]],
+        values: Any,
+    ) -> tuple[dict[str, Any], list[ConvertIssue]]:
+        """Map widget values using the node's serialized input list."""
+        inputs: dict[str, Any] = {}
+        issues: list[ConvertIssue] = []
+        if isinstance(values, dict):
+            for name, type_ in entries:
+                if name in _BUTTON_WIDGETS or self._is_upload(name, type_):
+                    continue
+                if name in values:
+                    inputs[name] = values[name]
+                else:
+                    issues.append(
+                        ConvertIssue(node_id, "widget_unmapped", f"控件「{name}」没有序列化值")
+                    )
+            return inputs, issues
+        if not isinstance(values, list):
+            return inputs, issues
+        if not values:
+            return inputs, issues  # nothing serialized — server defaults apply
+        i = 0
+        for name, type_ in entries:
+            if name in _BUTTON_WIDGETS:
+                continue  # button widgets never serialize
+            if i >= len(values):
+                issues.append(
+                    ConvertIssue(node_id, "widget_order_mismatch", f"控件值数量不足（{name}）")
+                )
+                break
+            value = values[i]
+            i += 1
+            if self._is_upload(name, type_):
+                continue  # consumes a slot, never an API input
+            inputs[name] = value
+            if (
+                type_.upper() == "INT"
+                and _is_seed_like(name)
+                and i < len(values)
+                and values[i] in _CONTROL_MODES
+            ):
+                i += 1  # control_after_generate rides right after its seed
+        leftover_ok = all(_is_button_leftover(v) for v in values[i:])
+        if not issues and i != len(values) and not leftover_ok:
+            issues.append(
+                ConvertIssue(
+                    node_id,
+                    "widget_order_mismatch",
+                    f"有 {len(values)} 个控件值，输入清单只覆盖 {i} 个",
+                )
+            )
+        return inputs, issues
+
+    @staticmethod
+    def _is_upload(name: str, type_: str) -> bool:
+        return _is_upload_entry(name, type_)
+
+    def _widgets_from_registry(
+        self, node: dict[str, Any], values: list[Any]
+    ) -> tuple[dict[str, Any], list[ConvertIssue]]:
+        node_type = str(node.get("type") or "")
+        if not values:
+            return {}, []  # nothing serialized — server defaults apply
+        for order in WIDGET_ORDERS.get(node_type) or []:
+            inputs: dict[str, Any] = {}
+            i = 0
+            for name in order:
+                if name in _BUTTON_WIDGETS:
+                    continue
+                if i >= len(values):
+                    break
+                value = values[i]
+                i += 1
+                if _is_upload_entry(name, ""):
+                    continue
+                inputs[name] = value
+                if _is_seed_like(name) and i < len(values) and values[i] in _CONTROL_MODES:
+                    i += 1
+            if i == len(values) or all(_is_button_leftover(v) for v in values[i:]):
+                return inputs, []  # exact fit, or trailing button leftovers
+        return {}, [
+            ConvertIssue(
+                node.get("id", ""),
+                "widget_unmapped" if not WIDGET_ORDERS.get(node_type) else "widget_order_mismatch",
+                f"「{node_type}」的 {len(values)} 个控件值无法可靠对应到输入名",
+            )
+        ]
+
+    def _packed_widget_values(self, qualified: str) -> Any:
+        """Exposed widget values of a packed instance as {boundary name: value}."""
+        node = self._node(qualified)
+        sub = self._subgraph_of(qualified)
+        if node is None or sub is None:
+            return None
+        boundary = [i for i in sub.get("inputs") or [] if isinstance(i, dict)]
+        named = node.get("widgets_values_named")
+        if isinstance(named, dict):
+            return named
+        values = node.get("widgets_values")
+        if not isinstance(values, list):
+            return None
+        out: dict[str, Any] = {}
+        i = 0
+        for entry in boundary:
+            name = str(entry.get("name") or "")
+            type_ = str(entry.get("type") or "")
+            if name and i < len(values):
+                out[name] = values[i]
+            i += 1
+            if (
+                type_.upper() == "INT"
+                and _is_seed_like(name)
+                and i < len(values)
+                and values[i] in _CONTROL_MODES
+            ):
+                i += 1
+        return out
+
+    # -------------------------------------------------------------- serialize
+    def _serialize_node(self, qualified: str) -> dict[str, Any] | None:
+        node = self._node(qualified)
+        if node is None:
+            return None
+        node_type = str(node.get("type") or "")
+        if (
+            not node_type
+            or node_type in _UI_ONLY_TYPES
+            or node_type in _REROUTE_TYPES
+            or node_type in _SET_TYPES
+            or node_type in _GET_TYPES
+        ):
+            return None
+        scope = self._scope(qualified)
+        inputs: dict[str, Any] = {}
+
+        widget_values = node.get("widgets_values_named")
+        if not isinstance(widget_values, dict):
+            widget_values = node.get("widgets_values")
+        if self._subgraph_of(qualified) is not None:
+            widget_values = self._packed_widget_values(qualified)
+
+        widget_inputs: dict[str, Any] = {}
+        entries = self._widget_entries(node)
+        if widget_values is not None:
+            if entries:
+                widget_inputs, w_issues = self._widgets_from_entries(
+                    qualified, entries, widget_values
+                )
+                self.issues.extend(w_issues)
+            elif isinstance(widget_values, dict):
+                widget_inputs = {
+                    k: v for k, v in widget_values.items() if k not in _BUTTON_WIDGETS
+                }
+            elif isinstance(widget_values, list):
+                widget_inputs, w_issues = self._widgets_from_registry(node, widget_values)
+                self.issues.extend(w_issues)
+
+        for entry in self._inputs_of(node):
+            name = str(entry.get("name") or "")
+            if not name or name in inputs:
+                continue
+            if entry.get("link") is None:
+                continue  # unconnected optional input; widget values applied below
+            # Widget entries fed from the subgraph boundary (-10): when the
+            # packed instance left that boundary slot unlinked, the value is
+            # the packed node's own exposed widget value, not the inner one.
+            boundary = self._boundary_source(scope, entry.get("link"))
+            if boundary is not None:
+                packed_q, boundary_slot = boundary
+                packed_node = self._node(packed_q)
+                packed_entries = self._inputs_of(packed_node) if packed_node else []
+                if boundary_slot < len(packed_entries) and packed_entries[
+                    boundary_slot
+                ].get("link") is None:
+                    values = self._packed_widget_values(packed_q)
+                    boundary_name = str(packed_entries[boundary_slot].get("name") or "")
+                    if isinstance(values, dict) and boundary_name in values:
+                        inputs[name] = values[boundary_name]
+                        continue
+                # linked boundary falls through to normal resolution
+            link = self._link(scope, entry.get("link"))
+            if link is None:
+                self.issues.append(
+                    ConvertIssue(qualified, "dangling_link", f"输入「{name}」的连线不存在")
+                )
+                continue
+            resolved = self._resolve_link(scope, link)
+            if resolved is not None:
+                inputs[name] = [resolved[0], resolved[1]]
+            elif entry.get("widget"):
+                pass  # muted upstream: the widget value below takes over
+            else:
+                self.issues.append(
+                    ConvertIssue(
+                        qualified,
+                        "muted_input_dropped",
+                        f"输入「{name}」上游被静音，已按未连接处理",
+                    )
+                )
+
+        for name, value in widget_inputs.items():
+            inputs.setdefault(name, value)
+
+        api_node: dict[str, Any] = {"class_type": node_type, "inputs": inputs}
+        title = str(node.get("title") or "").strip()
+        if title:
+            api_node["_meta"] = {"title": title}
+        return api_node
+
+    # ------------------------------------------------------------------- main
+    def run(self) -> ConvertResult:
+        nodes = self.ui.get("nodes")
+        if not isinstance(nodes, list) or not nodes:
+            return ConvertResult(
+                None,
+                "fail",
+                [ConvertIssue("", "no_nodes", "文件不含 nodes 数组，不是 UI 格式工作流", "error")],
+            )
+        try:
+            self._index_scope("", self.ui.get("links") or [], None)
+            for node in nodes:
+                if isinstance(node, dict):
+                    self._flatten(node, "", "")
+        except RecursionError:
+            return ConvertResult(
+                None, "fail", [ConvertIssue("", "subgraph_recursion", "子图嵌套过深", "error")]
+            )
+
+        # Closure from known output nodes (ComfyUI's own graphToPrompt roots).
+        roots = [
+            q
+            for q, entry in self.nodes.items()
+            if str(entry["node"].get("type") or "") in _OUTPUT_CLASSES
+            and (entry["node"].get("mode") or 0) == MODE_ACTIVE
+        ]
+        keep: dict[str, None] = {}
+        stack = list(roots)
+        while stack:
+            qualified = stack.pop()
+            if qualified in keep:
+                continue
+            entry = self.nodes.get(qualified)
+            if entry is None:
+                continue
+            keep[qualified] = None
+            node = entry["node"]
+            scope = entry["scope"]
+            for e in self._inputs_of(node):
+                if e.get("link") is None:
+                    continue
+                link = self._link(scope, e.get("link"))
+                resolved = self._resolve_link(scope, link)
+                if resolved is not None:
+                    stack.append(resolved[0])
+
+        if not keep:
+            # No known output node: keep every active computed node and warn —
+            # the import lint will report the missing output separately.
+            for qualified, entry in self.nodes.items():
+                node = entry["node"]
+                node_type = str(node.get("type") or "")
+                if (
+                    node_type in _UI_ONLY_TYPES
+                    or node_type in _REROUTE_TYPES
+                    or (node.get("mode") or 0) != MODE_ACTIVE
+                    or self._subgraph_of(qualified) is not None
+                ):
+                    continue
+                keep[qualified] = None
+            self.issues.append(
+                ConvertIssue(
+                    "",
+                    "no_output_node",
+                    "图中没有已知输出节点（SaveImage / 视频合成等），"
+                    "全部活跃节点已保留，需人工确认",
+                )
+            )
+
+        workflow: dict[str, Any] = {}
+        for qualified in keep:
+            api_node = self._serialize_node(qualified)
+            if api_node is not None and api_node["class_type"]:
+                workflow[qualified] = api_node
+
+        if not workflow:
+            return ConvertResult(
+                None,
+                "fail",
+                self.issues or [ConvertIssue("", "empty", "转换后没有任何节点", "error")],
+            )
+        status = (
+            "fail"
+            if any(i.level == "error" for i in self.issues)
+            else ("ok" if not self.issues else "warn")
+        )
+        return ConvertResult(workflow, status, self.issues)
+
+
+def convert_ui_workflow(ui: dict[str, Any]) -> ConvertResult:
+    """Convert one ComfyUI UI-format workflow dict into API format."""
+    if not isinstance(ui, dict) or not isinstance(ui.get("nodes"), list):
+        return ConvertResult(
+            None,
+            "fail",
+            [ConvertIssue("", "not_ui_format", "不是 UI 格式（缺少 nodes 数组）", "error")],
+        )
+    return _Converter(ui).run()

calliope-backend/src/calliope/db.py

@@ -506,6 +506,27 @@ async def migrate_db(db_path: Path) -> None:
         conn.execute("ALTER TABLE workflows ADD COLUMN output_map TEXT")
     if "output_map_source" not in cols:
         conn.execute("ALTER TABLE workflows ADD COLUMN output_map_source TEXT")
+    # HEL-681 (S2): library metadata for 150+ scale workflow browsing. Purely
+    # additive columns — old rows stay NULL/0 and every legacy path ignores
+    # them; the lightweight list view (?view=meta) is their only reader.
+    if "category" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN category TEXT")
+    if "model_family" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN model_family TEXT")
+    if "media_io" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN media_io TEXT")
+    if "tags" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN tags TEXT")
+    if "favorite" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN favorite INTEGER NOT NULL DEFAULT 0")
+    if "last_used_at" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN last_used_at TIMESTAMP")
+    if "source" not in cols:
+        # where the row came from: 'ui_convert' (HEL-681 batch import) vs
+        # NULL = manual/API import as before.
+        conn.execute("ALTER TABLE workflows ADD COLUMN source TEXT")
+    if "source_path" not in cols:
+        conn.execute("ALTER TABLE workflows ADD COLUMN source_path TEXT")
     # Idempotent backfill: pending rows are re-judged on every boot (parser
     # upgrades can settle them); confirmed rows are never touched.
     _backfill_workflow_usage(conn)

calliope-backend/src/calliope/models/schemas.py

@@ -243,6 +243,55 @@ class WorkflowUpdate(BaseModel):
     # resets the workflow to pending confirmation.
     output_map: list[dict[str, Any]] | None = None
     output_map_source: Literal["auto", "user"] | None = None
+    # HEL-681 (S2): library metadata fields.
+    favorite: bool | None = None
+    tags: list[str] | None = None
+    category: str | None = None
+    model_family: str | None = None
+
+
+class WorkflowUIFileItem(BaseModel):
+    """One UI-format file for the HEL-681 convert/import pipeline."""
+
+    name: str | None = None
+    # repo-relative path (category/model-family evidence); display name
+    # defaults to the file stem.
+    source_path: str | None = None
+    workflow_json: dict[str, Any]
+    # optional human confirmations from the import wizard (S3): a settled
+    # usage and a corrected schema let warn files import enabled.
+    usage: WorkflowUsageKind | None = None
+    input_schema: list[dict[str, Any]] | None = None
+    output_map: list[dict[str, Any]] | None = None
+    description: str | None = None
+    tags: list[str] | None = None
+
+
+class WorkflowConvertRequest(BaseModel):
+    """Dry-run: per-file ok/warn/fail + suggested metadata, nothing stored."""
+
+    files: list[WorkflowUIFileItem]
+    # Include the converted API JSON per file (default on for small batches;
+    # the 146-file report leaves it off to keep the payload sane).
+    include_workflows: bool = False
+    # L2 preflight against a real ComfyUI (opt-in; needs a connection).
+    endpoint_id: str | None = None
+    refresh: bool = False
+
+
+class WorkflowImportBatchRequest(BaseModel):
+    """Commit: convert UI files and insert, skipping conflicts. Idempotent."""
+
+    files: list[WorkflowUIFileItem]
+
+
+class WorkflowImportScanRequest(BaseModel):
+    """Scan a server-side directory of UI JSONs (repo example library)."""
+
+    root: str = "example_ComfyUI_workflows"
+    # Set to preview what would import (same shape as /convert) — the safe
+    # default for a first run against the 146-file library.
+    dry_run: bool = True
 
 
 class WorkflowAnalyze(BaseModel):

calliope-backend/src/calliope/queue/manager.py

@@ -49,6 +49,12 @@ class QueueManager:
                 """,
                 (project_id, scene_id, clip_id, kind, workflow_id, json.dumps(payload), origin),
             )
+            # HEL-681: every enqueued job counts as a use (最近使用).
+            if workflow_id is not None:
+                conn.execute(
+                    "UPDATE workflows SET last_used_at = CURRENT_TIMESTAMP WHERE id = ?",
+                    (workflow_id,),
+                )
             conn.commit()
             row = conn.execute("SELECT * FROM jobs WHERE id = ?", (cur.lastrowid,)).fetchone()
             return row_to_dict(row)

calliope-backend/src/calliope/routers/agent.py

@@ -97,7 +97,7 @@ class MemoryCreate(BaseModel):
 
 class MessageCreate(BaseModel):
     content: str = ""
-    mentions: list[MessageMention] = Field(default_factory=list, max_length=1)
+    mentions: list[MessageMention] = Field(default_factory=list, max_length=5)
     attachments: list[MessageAttachment] = Field(default_factory=list, max_length=8)
     answer_to: int | None = None  # question/asked seq this message answers (card click)
 
@@ -113,8 +113,10 @@ class MessageCreate(BaseModel):
     @field_validator("mentions")
     @classmethod
     def _one_workflow(cls, v: list[MessageMention]) -> list[MessageMention]:
-        if len(v) > 1:
+        if sum(m.type == "workflow" for m in v) > 1:
             raise ValueError("Only one @workflow mention per message")
+        if sum(m.type == "skill" for m in v) > 4:
+            raise ValueError("At most four skill mentions per message")
         return v
 
 

calliope-backend/src/calliope/routers/playground.py

@@ -1,4 +1,5 @@
 """Standalone ComfyUI playground — generate freely, attach favorites to projects."""
+
 from __future__ import annotations
 
 import json
@@ -31,6 +32,23 @@ PLAYGROUND_TITLE = "Playground Scratch"
 # page can label origins ("独立生图" vs canvas Playground) without guessing.
 PlaygroundSource = Literal["playground", "studio-image", "studio-video"]
 
+# HEL-684: a desk visit opened from a five-stage workbench row may carry
+# that row as optional context. Only real, server-verified project/stage/
+# source info is accepted — the source row must still exist in the stage
+# content, and the desk kind must match what that stage renders.
+WorkbenchStage = Literal["assets", "shot"]
+WORKBENCH_KIND_BY_STAGE: dict[str, str] = {"assets": "image", "shot": "video"}
+WORKBENCH_ROW_KEY_BY_STAGE: dict[str, str] = {"assets": "assets", "shot": "shots"}
+
+
+class PlaygroundWorkbenchContext(BaseModel):
+    project_id: int
+    stage: WorkbenchStage
+    source_kind: Literal["asset", "shot"]
+    source_id: str = Field(min_length=1)
+    # Display-only echo of the DeskContext label (e.g. 镜头 S1).
+    label: str | None = None
+
 
 class PlaygroundGenerate(BaseModel):
     workflow_id: int
@@ -39,6 +57,13 @@ class PlaygroundGenerate(BaseModel):
     # then the active one (resolved in queue_manager.enqueue).
     endpoint_id: str | None = None
     source: PlaygroundSource = "playground"
+    # Optional real workbench source — validated, then stamped on the job
+    # payload so a finished take can be flowed back (attach-workbench).
+    context: PlaygroundWorkbenchContext | None = None
+
+
+class PlaygroundAttachWorkbench(BaseModel):
+    job_id: int
 
 
 class PlaygroundAttach(BaseModel):
@@ -83,6 +108,72 @@ def ensure_playground_project(conn) -> int:
     return int(cur.lastrowid)
 
 
+# ─────────────────────────────────────────────────────────────────────────
+# HEL-684: workbench source context — validate against real rows, never
+# guess. Both generate-time (record on the job payload) and attach-time
+# (flow a finished take back) go through the same checks.
+# ─────────────────────────────────────────────────────────────────────────
+
+
+def _workbench_target_row(conn, ctx: PlaygroundWorkbenchContext) -> dict[str, Any] | None:
+    """The real asset/shot row this context points at, or None."""
+    stage = conn.execute(
+        "SELECT content_json FROM project_stages WHERE project_id = ? AND stage_key = ?",
+        (ctx.project_id, ctx.stage),
+    ).fetchone()
+    if not stage or not stage["content_json"]:
+        return None
+    try:
+        content = json.loads(stage["content_json"])
+    except (json.JSONDecodeError, TypeError):
+        return None
+    rows = content.get(WORKBENCH_ROW_KEY_BY_STAGE[ctx.stage])
+    if not isinstance(rows, list):
+        return None
+    for row in rows:
+        if isinstance(row, dict) and str(row.get("id") or "") == ctx.source_id:
+            return row
+    return None
+
+
+def _validate_workbench_context(conn, ctx: PlaygroundWorkbenchContext, kind: str) -> dict[str, Any]:
+    """Reject anything that is not a real, current project/stage/source.
+
+    Returns the payload stamp for the job. Raises on any mismatch so no
+    guessed or stale source is ever recorded.
+    """
+    expected_kind = WORKBENCH_KIND_BY_STAGE[ctx.stage]
+    expected_source_kind = "asset" if ctx.stage == "assets" else "shot"
+    if ctx.source_kind != expected_source_kind or kind != expected_kind:
+        raise HTTPException(
+            status_code=422,
+            detail=(
+                f"来源上下文与生成类型不符：「{ctx.stage}」阶段需要{expected_kind}生成。"
+                "可关闭来源提示后独立生成。"
+            ),
+        )
+    project = conn.execute(
+        "SELECT id, status FROM projects WHERE id = ?", (ctx.project_id,)
+    ).fetchone()
+    if not project:
+        raise HTTPException(status_code=404, detail="来源项目不存在，无法记录回流上下文")
+    if project["status"] == PLAYGROUND_STATUS:
+        raise HTTPException(status_code=400, detail="不能以 playground 隐藏项目作为回流来源")
+    if _workbench_target_row(conn, ctx) is None:
+        raise HTTPException(
+            status_code=409,
+            detail=(
+                "来源"
+                f"{'资产' if ctx.source_kind == 'asset' else '镜头'}行已不存在"
+                "（阶段内容可能已重新生成）。可关闭来源提示后独立生成。"
+            ),
+        )
+    stamp: dict[str, Any] = ctx.model_dump()
+    if not (stamp.get("label") or "").strip():
+        stamp["label"] = None
+    return stamp
+
+
 def _assert_path_in_assets(path: str) -> Path:
     assets_root = config.settings.assets_dir.resolve()
     target = Path(path).resolve()
@@ -195,6 +286,17 @@ async def list_playground_jobs(limit: int = 50) -> list[dict[str, Any]]:
     conn = get_db(config.settings.db_path)
     try:
         pid = ensure_playground_project(conn)
+        # HEL-684: which takes have already been flowed back to a workbench
+        # row (per source project) — the desk shows an honest 已回流 state
+        # that survives reloads instead of guessing from client memory.
+        links_by_project: dict[int, dict[int, dict[str, Any]]] = {}
+        rows = conn.execute(
+            "SELECT DISTINCT project_id FROM jobs"
+            " WHERE payload_json LIKE '%\"from_playground_job\"%'"
+        ).fetchall()
+        for r in rows:
+            proj_id = int(r["project_id"])
+            links_by_project[proj_id] = _workbench_link_rows(conn, proj_id)
     finally:
         conn.close()
     # Workflow-test jobs (HEL-643) ride the same scratch project but must not
@@ -204,7 +306,16 @@ async def list_playground_jobs(limit: int = 50) -> list[dict[str, Any]]:
         for j in queue_manager.list_jobs(pid, None, limit)
         if str(j.get("origin") or "user") != "workflow_test"
     ]
-    return [_job_public(j) for j in jobs]
+    out = []
+    for j in jobs:
+        pub = _job_public(j)
+        stamp = (pub.get("payload") or {}).get("workbench")
+        if isinstance(stamp, dict) and isinstance(stamp.get("project_id"), int):
+            link = links_by_project.get(int(stamp["project_id"]), {}).get(int(pub["id"]))
+            if link and link.get("target_id") == stamp.get("source_id"):
+                pub["workbench_attach"] = link
+        out.append(pub)
+    return out
 
 
 @router.delete("/jobs/{job_id}")
@@ -239,6 +350,21 @@ async def delete_playground_job(job_id: int) -> dict[str, Any]:
     conn = get_db(config.settings.db_path)
     try:
         _clear_entity_refs(conn, [p for p in paths if isinstance(p, str)])
+        # HEL-684: the output files are about to vanish — drop the workbench
+        # link rows created from this take so no project row points at
+        # missing media (mirrors the entity-ref clearing above).
+        removed_links: list[int] = []
+        link_rows = conn.execute(
+            "SELECT id, payload_json FROM jobs WHERE payload_json LIKE '%\"from_playground_job\"%'"
+        ).fetchall()
+        for r in link_rows:
+            try:
+                p = json.loads(r["payload_json"] or "{}")
+            except (json.JSONDecodeError, TypeError):
+                continue
+            if p.get("from_playground_job") == job_id:
+                conn.execute("DELETE FROM jobs WHERE id = ?", (int(r["id"]),))
+                removed_links.append(int(r["id"]))
         conn.commit()
     finally:
         conn.close()
@@ -261,6 +387,7 @@ async def delete_playground_job(job_id: int) -> dict[str, Any]:
         "job_id": job_id,
         "deleted_files": deleted_files,
         "missing_files": missing_files,
+        "removed_workbench_links": removed_links,
     }
 
 
@@ -365,6 +492,14 @@ async def generate(payload: PlaygroundGenerate) -> dict[str, Any]:
         schema = effective_input_schema(
             json.loads(wf["input_schema"]) if wf["input_schema"] else [], workflow_json
         )
+        # HEL-684: an optional workbench source is only recorded when it is
+        # real and current — the job itself still runs on the playground
+        # scratch project so the desk feed, SSE and tasks stay unchanged.
+        workbench_stamp = (
+            _validate_workbench_context(conn, payload.context, kind)
+            if payload.context is not None
+            else None
+        )
     finally:
         conn.close()
 
@@ -385,6 +520,7 @@ async def generate(payload: PlaygroundGenerate) -> dict[str, Any]:
             "input_values": input_values,
             "source": payload.source,
             **({"endpoint_id": payload.endpoint_id} if payload.endpoint_id else {}),
+            **({"workbench": workbench_stamp} if workbench_stamp else {}),
         },
     )
     await event_bus.publish(
@@ -495,3 +631,167 @@ async def attach_to_project(payload: PlaygroundAttach) -> dict[str, Any]:
         return out
     finally:
         conn.close()
+
+
+def _workbench_link_rows(conn, project_id: int) -> dict[int, dict[str, Any]]:
+    """playground job id → its flow-back link row on this project.
+
+    Link rows are done jobs with payload.source='workbench' and a
+    from_playground_job stamp — the exact shape _workbench_job_outputs
+    already enriches the workbench rows from, so a flowed-back take shows
+    up on its source row through the existing display path.
+    """
+    out: dict[int, dict[str, Any]] = {}
+    rows = conn.execute(
+        "SELECT id, payload_json FROM jobs WHERE project_id = ? ORDER BY id ASC",
+        (project_id,),
+    ).fetchall()
+    for r in rows:
+        try:
+            p = json.loads(r["payload_json"] or "{}")
+        except (json.JSONDecodeError, TypeError):
+            continue
+        if p.get("source") != "workbench":
+            continue
+        src = p.get("from_playground_job")
+        if isinstance(src, int):
+            out[src] = {
+                "job_id": int(r["id"]),
+                "stage": p.get("stage_key"),
+                "target_id": p.get("target_id"),
+            }
+    return out
+
+
+@router.post("/attach-workbench")
+async def attach_workbench(payload: PlaygroundAttachWorkbench) -> dict[str, Any]:
+    """Flow a finished desk take back to its workbench source row (HEL-684).
+
+    The source is whatever real context the generate request carried —
+    nothing is guessed here. Re-attaching is idempotent: the existing link
+    row is returned, no duplicate is created, nothing is overwritten.
+    """
+    conn = get_db(config.settings.db_path)
+    try:
+        pid = ensure_playground_project(conn)
+        job = queue_manager.get_job(payload.job_id)
+        if not job:
+            raise HTTPException(status_code=404, detail="Job not found")
+        if int(job["project_id"]) != int(pid):
+            raise HTTPException(status_code=403, detail="Not a playground job")
+
+        try:
+            job_payload = json.loads(job.get("payload_json") or "{}")
+        except (json.JSONDecodeError, TypeError):
+            job_payload = {}
+        stamp = job_payload.get("workbench")
+        if not isinstance(stamp, dict) or not stamp.get("source_id"):
+            raise HTTPException(
+                status_code=400, detail="该记录没有项目来源上下文，无法回流（独立生成不回流）"
+            )
+        if job["status"] != "done":
+            raise HTTPException(status_code=400, detail="生成完成后才能回流")
+        outputs = json.loads(job.get("output_paths_json") or "[]")
+        if not isinstance(outputs, list) or not outputs:
+            raise HTTPException(status_code=400, detail="该记录没有产物文件，无法回流")
+
+        try:
+            ctx = PlaygroundWorkbenchContext(
+                project_id=int(stamp["project_id"]),
+                stage=stamp.get("stage"),
+                source_kind=stamp.get("source_kind"),
+                source_id=str(stamp["source_id"]),
+                label=stamp.get("label"),
+            )
+        except Exception as exc:  # pydantic ValidationError / missing keys
+            raise HTTPException(
+                status_code=400, detail="该记录的项目来源上下文无效，无法回流"
+            ) from exc
+        # Re-validate against the live stage content — the row may have been
+        # regenerated since the take was created; refuse rather than mis-write.
+        if _workbench_target_row(conn, ctx) is None:
+            raise HTTPException(
+                status_code=409,
+                detail=(
+                    "来源"
+                    f"{'资产' if ctx.source_kind == 'asset' else '镜头'}行已不存在"
+                    "（阶段内容可能已重新生成），未回流。"
+                ),
+            )
+
+        links = _workbench_link_rows(conn, ctx.project_id)
+        existing = links.get(int(job["id"]))
+        if existing and existing.get("target_id") == ctx.source_id:
+            return {
+                "ok": True,
+                "already_attached": True,
+                "job_id": int(job["id"]),
+                "attached_job_id": existing["job_id"],
+                "project_id": ctx.project_id,
+                "stage": ctx.stage,
+                "target_id": ctx.source_id,
+            }
+
+        link_payload = {
+            "source": "workbench",
+            "stage_key": ctx.stage,
+            "target_id": ctx.source_id,
+            "from_playground_job": int(job["id"]),
+            "input_values": job_payload.get("input_values") or {},
+        }
+        if ctx.label:
+            link_payload["label"] = ctx.label
+        cur = conn.execute(
+            """
+            INSERT INTO jobs (project_id, kind, workflow_id, status, payload_json,
+                              output_paths_json, created_at, started_at, completed_at, origin)
+            VALUES (?, ?, ?, 'done', ?, ?,
+                    CURRENT_TIMESTAMP, CURRENT_TIMESTAMP, CURRENT_TIMESTAMP, 'user')
+            """,
+            (
+                ctx.project_id,
+                job["kind"],
+                job["workflow_id"],
+                json.dumps(link_payload, ensure_ascii=False),
+                json.dumps([str(p) for p in outputs if isinstance(p, str)]),
+            ),
+        )
+        conn.execute(
+            "UPDATE projects SET updated_at = CURRENT_TIMESTAMP WHERE id = ?",
+            (ctx.project_id,),
+        )
+        conn.commit()
+        link_id = int(cur.lastrowid)
+    finally:
+        conn.close()
+
+    await event_bus.publish(
+        "job.completed",
+        {
+            "job_id": link_id,
+            "kind": job["kind"],
+            "outputs": outputs,
+            "project_id": ctx.project_id,
+            "source": "workbench",
+            "message": "生成台结果已回流到项目",
+        },
+    )
+    await event_bus.publish(
+        "asset.ready",
+        {
+            "job_id": link_id,
+            "path": outputs[0] if isinstance(outputs[0], str) else str(outputs[0]),
+            "project_id": ctx.project_id,
+            "target": "workbench",
+            "source": "playground_attach",
+        },
+    )
+    return {
+        "ok": True,
+        "already_attached": False,
+        "job_id": int(job["id"]),
+        "attached_job_id": link_id,
+        "project_id": ctx.project_id,
+        "stage": ctx.stage,
+        "target_id": ctx.source_id,
+    }

calliope-backend/src/calliope/routers/workbench.py

@@ -45,6 +45,10 @@ class StagePatch(BaseModel):
     chosen_style_id: str | None = None
 
 
+class StageNotePatch(BaseModel):
+    text: str = Field(max_length=200_000)
+
+
 class StageRunRequest(BaseModel):
     instruction: str | None = Field(default=None, max_length=8000)
 
@@ -292,10 +296,12 @@ def _load_stage(conn, project_id: int, stage_key: str) -> dict[str, Any]:
 
 
 def _stage_public(row: dict[str, Any]) -> dict[str, Any]:
+    content = json.loads(row["content_json"]) if row["content_json"] else None
     return {
         "stage_key": row["stage_key"],
         "status": row["status"],
-        "content": json.loads(row["content_json"]) if row["content_json"] else None,
+        "content": content,
+        "assistant_note": (content or {}).get("assistant_note", ""),
         "confirmed_content": (
             json.loads(row["confirmed_content_json"]) if row["confirmed_content_json"] else None
         ),
@@ -571,6 +577,10 @@ async def _execute_run(project_id: int, stage_key: str, run_id: int, instruction
 
         conn = get_db(db)
         try:
+            latest_stage = _load_stage(conn, project_id, stage_key)
+            previous = json.loads(latest_stage["content_json"]) if latest_stage["content_json"] else {}
+            if previous.get("assistant_note"):
+                content["assistant_note"] = previous["assistant_note"]
             conn.execute(
                 "UPDATE stage_runs SET status='done', output_json=?, completed_at=CURRENT_TIMESTAMP "
                 "WHERE id = ?",
@@ -681,6 +691,9 @@ async def patch_stage(project_id: int, stage_key: str, payload: StagePatch) -> d
             content = NORMALIZERS[stage_key](payload.content)
         except StageContentError as exc:
             raise HTTPException(status_code=400, detail=str(exc)) from exc
+        old_content = json.loads(stage["content_json"]) if stage["content_json"] else {}
+        if old_content.get("assistant_note"):
+            content["assistant_note"] = old_content["assistant_note"]
         if content == (json.loads(stage["content_json"]) if stage["content_json"] else None):
             return {"ok": True, "stage": _stage_public({**stage, "content_json": json.dumps(content, ensure_ascii=False)})}
         # Editing a confirmed stage produces a new draft awaiting re-confirm;
@@ -715,6 +728,32 @@ async def patch_stage(project_id: int, stage_key: str, payload: StagePatch) -> d
         conn.close()
 
 
+@router.patch("/projects/{project_id}/stages/{stage_key}/note")
+async def patch_stage_note(project_id: int, stage_key: str, payload: StageNotePatch) -> dict[str, Any]:
+    """Keep free-text advice separate from validated stage artifacts and snapshots."""
+    conn = get_db(config.settings.db_path)
+    try:
+        _get_project(conn, project_id)
+        stage = _stage_or_404(conn, project_id, stage_key)
+        if stage["status"] == "running":
+            raise HTTPException(status_code=409, detail="本阶段正在生成中，请稍候再保存建议。")
+        content = json.loads(stage["content_json"]) if stage["content_json"] else {}
+        if payload.text.strip():
+            content["assistant_note"] = payload.text.strip()
+        else:
+            content.pop("assistant_note", None)
+        conn.execute(
+            "UPDATE project_stages SET content_json=?, updated_at=CURRENT_TIMESTAMP "
+            "WHERE project_id=? AND stage_key=?",
+            (json.dumps(content, ensure_ascii=False) if content else None, project_id, stage_key),
+        )
+        conn.execute("UPDATE projects SET updated_at=CURRENT_TIMESTAMP WHERE id=?", (project_id,))
+        conn.commit()
+        return {"ok": True, "stage": _stage_public(_load_stage(conn, project_id, stage_key))}
+    finally:
+        conn.close()
+
+
 @router.post("/projects/{project_id}/stages/{stage_key}/run")
 async def run_stage(project_id: int, stage_key: str, payload: StageRunRequest | None = None) -> dict[str, Any]:
     instruction = (payload.instruction if payload else None) or None
@@ -777,7 +816,10 @@ async def confirm_stage(
             raise HTTPException(status_code=409, detail="本阶段正在生成中，请等待完成。")
         if not stage["content_json"]:
             raise HTTPException(status_code=400, detail="本阶段还没有内容，请先生成或手动填写。")
-        content = json.loads(stage["content_json"])
+        try:
+            content = NORMALIZERS[stage_key](json.loads(stage["content_json"]))
+        except StageContentError as exc:
+            raise HTTPException(status_code=400, detail=str(exc)) from exc
         chosen = payload.chosen_style_id if payload else None
         if stage_key == "style":
             directions = content.get("directions") or []
@@ -815,11 +857,15 @@ async def restore_stage(project_id: int, stage_key: str) -> dict[str, Any]:
         stage = _stage_or_404(conn, project_id, stage_key)
         if not stage["confirmed_content_json"]:
             raise HTTPException(status_code=400, detail="本阶段还没有已确认版本，无需恢复。")
+        content = json.loads(stage["confirmed_content_json"])
+        current = json.loads(stage["content_json"]) if stage["content_json"] else {}
+        if current.get("assistant_note"):
+            content["assistant_note"] = current["assistant_note"]
         conn.execute(
-            "UPDATE project_stages SET content_json=confirmed_content_json, "
+            "UPDATE project_stages SET content_json=?, "
             "status='confirmed', draft_edited=0, updated_at=CURRENT_TIMESTAMP "
             "WHERE project_id = ? AND stage_key = ?",
-            (project_id, stage_key),
+            (json.dumps(content, ensure_ascii=False), project_id, stage_key),
         )
         conn.commit()
         row = _load_stage(conn, project_id, stage_key)

calliope-backend/src/calliope/routers/workflows.py

@@ -7,6 +7,7 @@ from fastapi import APIRouter, HTTPException
 
 from calliope.comfyui.endpoints import client_for, endpoint_snapshot
 from calliope.comfyui.lint import blocking_problem, workflow_warnings
+from calliope.comfyui.metadata import suggested_metadata
 from calliope.comfyui.output_map import (
     auto_output_map,
     load_output_map,
@@ -23,6 +24,7 @@ from calliope.comfyui.parser import (
 from calliope.comfyui.preflight import check_workflow_against
 from calliope.comfyui.profiles import detect_prompt_profile
 from calliope.comfyui.roles import usage_to_kind
+from calliope.comfyui.ui_convert import convert_ui_workflow
 from calliope.comfyui.validate import validate_input_values
 from calliope.config import settings
 from calliope.db import get_db, row_to_dict
@@ -30,8 +32,12 @@ from calliope.events.bus import event_bus
 from calliope.models.schemas import (
     WorkflowAnalyze,
     WorkflowCheckRequest,
+    WorkflowConvertRequest,
     WorkflowCreate,
+    WorkflowImportBatchRequest,
+    WorkflowImportScanRequest,
     WorkflowTestRequest,
+    WorkflowUIFileItem,
     WorkflowUpdate,
 )
 from calliope.queue.manager import queue_manager
@@ -44,6 +50,14 @@ from calliope.queue.workflow_test import (
 
 router = APIRouter()
 
+# HEL-681: metadata columns the lightweight list view exposes (everything
+# except the heavy workflow_json / input_schema / output_map payloads).
+_META_COLUMNS = (
+    "id, name, kind, usage, is_enabled, category, model_family, media_io, tags,"
+    " favorite, last_used_at, description, source, source_path, prompt_profile,"
+    " created_at, endpoint_id, usage_source, output_map_source"
+)
+
 
 def _serialize_workflow(row: Any) -> dict[str, Any]:
     data = row_to_dict(row)
@@ -61,9 +75,21 @@ def _serialize_workflow(row: Any) -> dict[str, Any]:
     data["needs_mapping"] = (
         mapping_problem(data["workflow_json"], raw_map, data.get("output_map_source")) is not None
     )
+    # HEL-681: structured library metadata (raw JSON columns → values).
+    data["media_io"] = _load_json_col(data.get("media_io"), {"in": [], "out": []})
+    data["tags"] = _load_json_col(data.get("tags"), [])
+    data["favorite"] = bool(data.get("favorite"))
     return data
 
 
+def _load_json_col(raw: Any, default: Any) -> Any:
+    try:
+        value = json.loads(raw) if raw else None
+    except (json.JSONDecodeError, TypeError):
+        value = None
+    return value if value is not None else default
+
+
 async def _connection_check(
     endpoint_id: str | None, workflow_json: dict[str, Any], refresh: bool = False
 ) -> dict[str, Any]:
@@ -216,9 +242,31 @@ def _last_test_summary(job: dict[str, Any]) -> dict[str, Any]:
 
 
 @router.get("")
-async def list_workflows() -> list[dict[str, Any]]:
+async def list_workflows(view: str | None = None) -> list[dict[str, Any]]:
     conn = get_db(settings.db_path)
     try:
+        if view == "meta":
+            # HEL-681: metadata-only list for 150+ scale browsing — no
+            # workflow_json, no per-row re-parse. `needs_mapping` here is the
+            # cheap pending check (usage/output_map not yet settled); rows
+            # that never generated keep showing as pending exactly like the
+            # full view reports them.
+            rows = conn.execute(
+                f"SELECT {_META_COLUMNS} FROM workflows ORDER BY favorite DESC,"
+                " last_used_at DESC, id DESC"
+            ).fetchall()
+            out = []
+            for row in rows:
+                data = row_to_dict(row)
+                data["is_enabled"] = bool(data.get("is_enabled"))
+                data["favorite"] = bool(data.get("favorite"))
+                data["media_io"] = _load_json_col(data.get("media_io"), {"in": [], "out": []})
+                data["tags"] = _load_json_col(data.get("tags"), [])
+                data["needs_mapping"] = data.get("usage") is None or data.get(
+                    "output_map_source"
+                ) is None
+                out.append(data)
+            return out
         rows = conn.execute("SELECT * FROM workflows ORDER BY id DESC").fetchall()
         out = [_serialize_workflow(r) for r in rows]
         # 上次测试 state is read live from the newest test job per workflow —
@@ -395,6 +443,12 @@ async def update_workflow(workflow_id: int, payload: WorkflowUpdate) -> dict[str
         data = payload.model_dump(exclude_unset=True)
         if "is_enabled" in data and data["is_enabled"] is not None:
             data["is_enabled"] = 1 if data["is_enabled"] else 0
+        # HEL-681: library metadata patch fields (favorite/tags/category/
+        # model_family) — booleans to ints, lists to JSON text.
+        if "favorite" in data and data["favorite"] is not None:
+            data["favorite"] = 1 if data["favorite"] else 0
+        if data.get("tags") is not None:
+            data["tags"] = json.dumps(data["tags"])
         workflow_json = json.loads(existing["workflow_json"])
         # HEL-638: output_map payload. A non-empty list validates against the
         # stored JSON and becomes the user decision; an explicit empty list
@@ -600,3 +654,280 @@ async def delete_workflow(workflow_id: int) -> dict[str, bool]:
         return {"ok": True}
     finally:
         conn.close()
+
+
+# ---------------------------------------------------------------------------
+# HEL-681 (S2): UI→API conversion dry-run + batch import + repo scan.
+# The convert endpoint never writes; import-batch converts again server-side
+# and skips anything uncertain (needs_confirmation / lint-blocked / conflict)
+# — repeated runs import nothing new, so the batch is idempotent by design.
+# ---------------------------------------------------------------------------
+
+
+def _convert_one(item: WorkflowUIFileItem) -> tuple[dict[str, Any], dict[str, Any] | None]:
+    """(report, converted workflow) for one UI file — shared by every
+    convert/import path so the analysis can never drift between them."""
+    result = convert_ui_workflow(item.workflow_json)
+    stem = (
+        item.source_path.replace("\\", "/").rsplit("/", 1)[-1].removesuffix(".json")
+        if item.source_path
+        else None
+    )
+    name = item.name or stem or "未命名工作流"
+    report: dict[str, Any] = {
+        "name": name,
+        "source_path": item.source_path,
+        "status": result.status,
+        "needs_confirmation": result.needs_confirmation,
+        "issues": [
+            {"node_id": i.node_id, "code": i.code, "level": i.level, "message": i.message}
+            for i in result.issues
+        ],
+    }
+    if result.workflow is None:
+        report["importable"] = False
+        report["skip_reason"] = "转换失败：" + (
+            result.issues[0].message if result.issues else "未知错误"
+        )
+        return report, None
+    suggested = suggested_metadata(result.workflow, item.source_path, item.workflow_json)
+    report["suggested"] = suggested
+    # The import gate re-runs the product's own checks — a converted graph
+    # that the lint would block (missing model link etc.) is reported, not
+    # silently imported.
+    broken = blocking_problem(result.workflow)
+    if broken:
+        report["importable"] = False
+        report["skip_reason"] = broken
+        report["status"] = "warn"
+        return report, result.workflow
+    if result.needs_confirmation:
+        report["importable"] = False
+        report["skip_reason"] = "存在无法可靠映射的控件，需人工确认后重导"
+        return report, result.workflow
+    report["importable"] = True
+    return report, result.workflow
+
+
+@router.post("/convert")
+async def convert_workflows(payload: WorkflowConvertRequest) -> dict[str, Any]:
+    """Dry-run UI→API conversion for a batch of files: per-file ok/warn/fail,
+    issues, suggested metadata and importability. Nothing is stored."""
+    files = []
+    object_info: dict[str, Any] | None = None
+    client = None
+    if payload.endpoint_id:
+        endpoint = settings.resolve_comfyui_endpoint(payload.endpoint_id)
+        if endpoint is not None:
+            client = client_for(endpoint)
+            try:
+                object_info = await client.object_info(force_refresh=payload.refresh)
+            except Exception:
+                object_info = None
+    try:
+        for item in payload.files:
+            report, converted = _convert_one(item)
+            if object_info is not None and report.get("importable") and converted:
+                findings = check_workflow_against(object_info, converted)
+                errors = [f for f in findings if f.get("level") == "error"]
+                report["preflight"] = {
+                    "endpoint_id": payload.endpoint_id,
+                    "ok": not errors,
+                    "findings": findings,
+                }
+                if errors:
+                    report["importable"] = False
+                    report["skip_reason"] = errors[0].get("message") or "preflight 未通过"
+            if payload.include_workflows:
+                report["workflow_json"] = converted
+            files.append(report)
+    finally:
+        if client is not None:
+            await client.close()
+    counts = {key: sum(1 for f in files if f["status"] == key) for key in ("ok", "warn", "fail")}
+    return {
+        "total": len(files),
+        **counts,
+        "needs_confirmation": sum(1 for f in files if f["needs_confirmation"]),
+        "importable": sum(1 for f in files if f.get("importable")),
+        "files": files,
+    }
+
+
+def _insert_converted(
+    conn: Any, item: WorkflowUIFileItem, report: dict[str, Any], converted: dict[str, Any]
+) -> dict[str, Any]:
+    """Insert one converted workflow row (import-batch's write path).
+
+    Mirrors create_workflow's enable gate: usage must be settled (auto or the
+    wizard's confirmation) and unknown outputs need a mapping; anything less
+    lands disabled exactly like a manual import would.
+    """
+    suggested = report["suggested"]
+    judgment = classify_usage(converted)
+    usage = item.usage or judgment["usage"]
+    usage_source = "user" if item.usage else "auto"
+    kind = usage_to_kind(usage) or suggested["kind"]
+    profile = detect_prompt_profile(converted)
+    if item.output_map:
+        problems = validate_output_map(converted, item.output_map)
+        if problems:
+            raise HTTPException(status_code=422, detail="；".join(problems))
+        output_map = json.dumps(item.output_map)
+        output_map_source = "user"
+    else:
+        auto_map = auto_output_map(converted)
+        output_map = json.dumps(auto_map) if auto_map else None
+        output_map_source = "auto" if auto_map else None
+    mapping_ok = not needs_user_output_map(converted) or bool(item.output_map)
+    workflow_text = json.dumps(converted)
+    existing = conn.execute(
+        "SELECT id FROM workflows WHERE name = ? AND kind = ? AND workflow_json = ?",
+        (report["name"], kind, workflow_text),
+    ).fetchone()
+    if existing:
+        return {
+            "result": "skipped",
+            "skip_reason": "conflict",
+            "existing_id": existing["id"],
+        }
+    is_enabled = 1 if (usage and mapping_ok) else 0
+    cur = conn.execute(
+        """
+        INSERT INTO workflows (name, kind, workflow_json, input_schema, output_schema,
+                               description, prompt_profile, endpoint_id, is_enabled,
+                               usage, usage_source, output_map, output_map_source,
+                               category, model_family, media_io, tags, favorite,
+                               source, source_path)
+        VALUES (?, ?, ?, ?, ?, ?, ?, NULL, ?, ?, ?, ?, ?, ?, ?, ?, ?, 0, 'ui_convert', ?)
+        """,
+        (
+            report["name"],
+            kind,
+            workflow_text,
+            json.dumps(
+                item.input_schema if item.input_schema else parse_dynamic_inputs(converted)
+            ),
+            json.dumps(parse_dynamic_outputs(converted)),
+            item.description if item.description is not None else suggested["description"],
+            profile,
+            is_enabled,
+            usage,
+            usage_source,
+            output_map,
+            output_map_source,
+            suggested["category"],
+            suggested["model_family"],
+            json.dumps({"in": suggested["media_in"], "out": suggested["media_out"]}),
+            json.dumps(item.tags or []),
+            item.source_path,
+        ),
+    )
+    return {"result": "imported", "id": cur.lastrowid}
+
+
+async def _run_import(items: list[WorkflowUIFileItem]) -> dict[str, Any]:
+    reports: list[dict[str, Any]] = []
+    conn = get_db(settings.db_path)
+    try:
+        for item in items:
+            report, converted = _convert_one(item)
+            if not report.get("importable"):
+                report["result"] = "skipped"
+                reports.append(report)
+                continue
+            try:
+                outcome = _insert_converted(conn, item, report, converted)
+            except HTTPException as exc:
+                report["result"] = "failed"
+                report["skip_reason"] = str(exc.detail)
+                reports.append(report)
+                continue
+            conn.commit()
+            report.update(outcome)
+            reports.append(report)
+    finally:
+        conn.close()
+    imported = [r for r in reports if r.get("result") == "imported"]
+    skipped = [
+        {"name": r["name"], "source_path": r["source_path"], "reason": r.get("skip_reason")}
+        for r in reports
+        if r.get("result") != "imported"
+    ]
+    return {
+        "total": len(reports),
+        "imported": len(imported),
+        "skipped": len(skipped),
+        "imported_ids": [r["id"] for r in imported],
+        "skipped_files": skipped,
+        "files": reports,
+    }
+
+
+@router.post("/import-batch")
+async def import_workflows_batch(payload: WorkflowImportBatchRequest) -> dict[str, Any]:
+    """Batch-import UI-format workflows: convert server-side, insert what is
+    cleanly convertible, skip conflicts and anything uncertain. Re-running
+    with the same files creates zero new rows."""
+    return await _run_import(payload.files)
+
+
+@router.post("/import-scan")
+async def import_workflows_scan(payload: WorkflowImportScanRequest) -> dict[str, Any]:
+    """Scan a server-side directory for UI-format workflow JSONs and run the
+    convert (dry_run, default) or import pipeline over every file found."""
+    from pathlib import Path
+
+    root = Path(payload.root)
+    if not root.is_absolute():
+        candidates = [
+            Path.cwd() / root,
+            Path(__file__).resolve().parents[4] / root,
+        ]
+        root = next((c for c in candidates if c.is_dir()), root)
+    if not root.is_dir():
+        raise HTTPException(status_code=404, detail=f"目录不存在：{payload.root}")
+    items: list[WorkflowUIFileItem] = []
+    for path in sorted(root.rglob("*.json")):
+        try:
+            data = json.loads(path.read_text(encoding="utf-8"))
+        except (json.JSONDecodeError, OSError):
+            continue
+        if not (isinstance(data, dict) and isinstance(data.get("nodes"), list)):
+            continue  # API-format or non-workflow files: not this pipeline's job
+        items.append(
+            WorkflowUIFileItem(
+                source_path=str(path.relative_to(root)), workflow_json=data
+            )
+        )
+    if payload.dry_run:
+        files = [_convert_one(item)[0] for item in items]
+        counts = {
+            key: sum(1 for f in files if f["status"] == key) for key in ("ok", "warn", "fail")
+        }
+        return {
+            "total": len(files),
+            **counts,
+            "needs_confirmation": sum(1 for f in files if f["needs_confirmation"]),
+            "importable": sum(1 for f in files if f.get("importable")),
+            "files": files,
+        }
+    return await _run_import(items)
+
+
+@router.post("/{workflow_id}/touch")
+async def touch_workflow(workflow_id: int) -> dict[str, bool]:
+    """Record a use (最近使用) — called by the generate pipeline on enqueue."""
+    conn = get_db(settings.db_path)
+    try:
+        row = conn.execute("SELECT id FROM workflows WHERE id = ?", (workflow_id,)).fetchone()
+        if not row:
+            raise HTTPException(status_code=404, detail="Workflow not found")
+        conn.execute(
+            "UPDATE workflows SET last_used_at = CURRENT_TIMESTAMP WHERE id = ?",
+            (workflow_id,),
+        )
+        conn.commit()
+        return {"ok": True}
+    finally:
+        conn.close()

calliope-backend/tests/test_agent_mention_limits.py

@@ -0,0 +1,36 @@
+"""Workflow uniqueness is independent of the selected task skills."""
+import pytest
+from pydantic import ValidationError
+from calliope.routers.agent import MessageCreate
+
+
+def workflow(n=1):
+    return {"type": "workflow", "id": n, "name": f"workflow-{n}", "kind": "image"}
+
+
+def skill(n=1):
+    return {"type": "skill", "name": f"skill-{n}"}
+
+
+def test_workflow_and_skills_can_be_sent_together():
+    message = MessageCreate(content="Create an image", mentions=[workflow(), *[skill(i) for i in range(4)]])
+    assert len(message.mentions) == 5
+    assert message.mentions[0].id == 1
+
+
+def test_legacy_single_workflow_is_accepted():
+    assert MessageCreate(mentions=[workflow()]).mentions[0].type == "workflow"
+
+
+def test_skills_without_workflow_are_accepted():
+    assert len(MessageCreate(mentions=[skill(i) for i in range(4)]).mentions) == 4
+
+
+def test_second_workflow_is_still_rejected():
+    with pytest.raises(ValidationError, match="Only one @workflow"):
+        MessageCreate(mentions=[workflow(), skill(), workflow(2)])
+
+
+def test_fifth_skill_is_rejected():
+    with pytest.raises(ValidationError, match="At most four skill"):
+        MessageCreate(mentions=[skill(i) for i in range(5)])

calliope-backend/tests/test_playground_workbench_flowback.py

@@ -0,0 +1,350 @@
+"""HEL-684 — playground takes flow back to their workbench source row.
+
+Covers the acceptance list: real-context-only passthrough (no guessing,
+stale rows rejected), explicit flow-back with idempotency (repeated
+operations create no duplicates), cancelled/independent paths never
+writing the project, and playground job deletion clearing the link.
+"""
+
+from __future__ import annotations
+
+import tempfile
+import time
+from pathlib import Path
+
+import pytest
+from fastapi.testclient import TestClient
+
+from calliope.db import migrate_db
+from calliope.main import create_app
+
+SAMPLE_WORKFLOW = {
+    "1": {
+        "class_type": "CLIPTextEncode",
+        "inputs": {"text": "hello"},
+        "_meta": {"title": "Prompt (Input:prompt)"},
+    },
+    "2": {
+        "class_type": "SaveImage",
+        "inputs": {"images": ["1", 0]},
+        "_meta": {"title": "Save (Output:image)"},
+    },
+}
+
+SAMPLE_VIDEO_WORKFLOW = {
+    "1": {
+        "class_type": "CLIPTextEncode",
+        "inputs": {"text": "hello"},
+        "_meta": {"title": "Prompt (Input:prompt)"},
+    },
+    "2": {
+        "class_type": "SaveVideo",
+        "inputs": {"video": ["1", 0]},
+        "_meta": {"title": "Save (Output:video)"},
+    },
+}
+
+
+@pytest.fixture
+def client(monkeypatch):
+    with tempfile.TemporaryDirectory() as tmpdir:
+        import asyncio
+
+        import calliope.config as config_module
+
+        s = config_module.settings
+        prev = {
+            "data_dir": s.data_dir,
+            "assets_dir": s.assets_dir,
+            "dry_run": s.dry_run,
+        }
+        s.data_dir = Path(tmpdir)
+        s.assets_dir = Path(tmpdir) / "assets"
+        s.assets_dir.mkdir(parents=True, exist_ok=True)
+        s.dry_run = True
+        monkeypatch.setattr(config_module.Settings, "save_config_file", lambda self: None)
+        asyncio.run(migrate_db(s.db_path))
+        app = create_app()
+        try:
+            with TestClient(app) as c:
+                yield c
+        finally:
+            for k, v in prev.items():
+                setattr(s, k, v)
+
+
+def _wait_done(client: TestClient, job_id: int) -> dict:
+    for _ in range(60):
+        jobs = client.get("/api/playground/jobs").json()
+        done = next((j for j in jobs if j["id"] == job_id and j["status"] == "done"), None)
+        if done and done.get("output_paths"):
+            return done
+        time.sleep(0.25)
+    raise AssertionError("playground job did not finish in dry-run")
+
+
+def _seed_assets_stage(client: TestClient) -> dict:
+    proj = client.post("/api/projects", json={"title": "Reel"}).json()
+    # Real stage rows the way the workbench itself creates them.
+    patch = client.patch(
+        f"/api/workbench/projects/{proj['id']}/stages/assets",
+        json={
+            "content": {
+                "assets": [
+                    {
+                        "id": "asset-1",
+                        "kind": "character",
+                        "name": "林夏",
+                        "description": "",
+                        "prompt": "a stoic courier",
+                        "negative_prompt": "",
+                    }
+                ]
+            }
+        },
+    )
+    assert patch.status_code == 200, patch.text
+    return proj
+
+
+def _context(proj: dict, **over: object) -> dict:
+    base = {
+        "project_id": proj["id"],
+        "stage": "assets",
+        "source_kind": "asset",
+        "source_id": "asset-1",
+        "label": "角色「林夏」",
+    }
+    base.update(over)
+    return base
+
+
+def _make_workflow(client: TestClient, name: str, workflow: dict) -> int:
+    r = client.post(
+        "/api/workflows",
+        json={
+            "name": name,
+            "kind": "video" if "SaveVideo" in str(workflow) else "image",
+            "workflow_json": workflow,
+        },
+    )
+    assert r.status_code == 200, r.text
+    return r.json()["id"]
+
+
+# ── context passthrough ────────────────────────────────────────────────
+
+
+def test_generate_with_context_stamps_job_and_stays_on_playground(client):
+    wf_id = _make_workflow(client, "FB Img", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+
+    r = client.post(
+        "/api/playground/generate",
+        json={
+            "workflow_id": wf_id,
+            "input_values": {"1": "a cat"},
+            "source": "studio-image",
+            "context": _context(proj),
+        },
+    )
+    assert r.status_code == 200, r.text
+    job = r.json()["job"]
+    assert job["payload"]["workbench"]["project_id"] == proj["id"]
+    assert job["payload"]["workbench"]["source_id"] == "asset-1"
+    assert job["payload"]["workbench"]["label"] == "角色「林夏」"
+
+    # The job itself rides the hidden playground project — independent
+    # desk behavior (feed, SSE, tasks) is untouched.
+    scratch = client.get("/api/playground/project").json()
+    assert job["project_id"] == scratch["id"]
+
+
+def test_generate_without_context_writes_nothing_to_any_project(client):
+    wf_id = _make_workflow(client, "FB Solo", SAMPLE_WORKFLOW)
+    _seed_assets_stage(client)
+    r = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "solo"}},
+    )
+    assert r.status_code == 200
+    assert "workbench" not in r.json()["job"]["payload"]
+
+
+def test_generate_rejects_fake_or_stale_context(client):
+    wf_id = _make_workflow(client, "FB Fake", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+
+    # Unknown project
+    r = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "context": _context(proj, project_id=99999)},
+    )
+    assert r.status_code == 404
+
+    # Source row that does not exist in the stage content
+    r = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "context": _context(proj, source_id="asset-404")},
+    )
+    assert r.status_code == 409
+
+    # Kind mismatch: assets stage wants an image workflow
+    video_wf = _make_workflow(client, "FB Vid", SAMPLE_VIDEO_WORKFLOW)
+    r = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": video_wf, "context": _context(proj)},
+    )
+    assert r.status_code == 422
+
+    # The playground scratch project is not a valid source
+    scratch = client.get("/api/playground/project").json()
+    r = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "context": _context(proj, project_id=scratch["id"])},
+    )
+    assert r.status_code == 400
+
+
+# ── flow back ──────────────────────────────────────────────────────────
+
+
+def test_attach_workbench_links_take_to_source_row(client):
+    wf_id = _make_workflow(client, "FB Link", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+    job = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "a cat"}, "context": _context(proj)},
+    ).json()["job"]
+
+    # Not done yet → refused, nothing written.
+    early = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]})
+    assert early.status_code == 400
+
+    done = _wait_done(client, job["id"])
+
+    r = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]})
+    assert r.status_code == 200, r.text
+    body = r.json()
+    assert body["already_attached"] is False
+    assert body["project_id"] == proj["id"]
+    assert body["target_id"] == "asset-1"
+
+    # The workbench overview now shows the artifact on the source row,
+    # through the exact enrichment path in-flow generation uses.
+    overview = client.get(f"/api/workbench/projects/{proj['id']}").json()
+    assets_stage = next(s for s in overview["stages"] if s["stage_key"] == "assets")
+    row = next(a for a in assets_stage["content"]["assets"] if a["id"] == "asset-1")
+    assert row["job"]["id"] == body["attached_job_id"]
+    assert row["job"]["status"] == "done"
+    assert row["job"]["output"] == done["output_paths"][0]
+
+    # Repeated flow-back: idempotent, no duplicate row.
+    again = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]})
+    assert again.status_code == 200
+    assert again.json()["already_attached"] is True
+    assert again.json()["attached_job_id"] == body["attached_job_id"]
+
+    # The desk jobs list reports the honest 已回流 marker.
+    jobs = client.get("/api/playground/jobs").json()
+    listed = next(j for j in jobs if j["id"] == job["id"])
+    assert listed["workbench_attach"]["job_id"] == body["attached_job_id"]
+
+
+def test_attach_workbench_requires_real_context(client):
+    wf_id = _make_workflow(client, "FB NoCtx", SAMPLE_WORKFLOW)
+    job = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "solo"}},
+    ).json()["job"]
+    _wait_done(client, job["id"])
+
+    r = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]})
+    assert r.status_code == 400
+    assert "独立" in r.json()["detail"]
+
+
+def test_attach_workbench_refuses_regenerated_source(client):
+    wf_id = _make_workflow(client, "FB Stale", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+    job = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "a cat"}, "context": _context(proj)},
+    ).json()["job"]
+    _wait_done(client, job["id"])
+
+    # Stage content regenerated: the old row id is gone.
+    client.patch(
+        f"/api/workbench/projects/{proj['id']}/stages/assets",
+        json={
+            "content": {
+                "assets": [
+                    {
+                        "id": "asset-2",
+                        "kind": "prop",
+                        "name": "Blaster",
+                        "description": "",
+                        "prompt": "a blaster",
+                        "negative_prompt": "",
+                    }
+                ]
+            }
+        },
+    )
+
+    r = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]})
+    assert r.status_code == 409
+    overview = client.get(f"/api/workbench/projects/{proj['id']}").json()
+    assets_stage = next(s for s in overview["stages"] if s["stage_key"] == "assets")
+    assert all("job" not in a for a in assets_stage["content"]["assets"])
+
+
+def test_attach_workbench_allows_new_flow_job_to_take_over(client):
+    """A later in-flow generation for the same row wins the display, as
+    the enrichment keeps the newest workbench job per target."""
+    wf_id = _make_workflow(client, "FB Takeover", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+    job = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "a cat"}, "context": _context(proj)},
+    ).json()["job"]
+    _wait_done(client, job["id"])
+    link = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]}).json()
+
+    flow = client.post(
+        f"/api/workbench/projects/{proj['id']}/generate",
+        json={
+            "kind": "image",
+            "stage_key": "assets",
+            "target_id": "asset-1",
+            "prompt": "in-flow take",
+        },
+    )
+    assert flow.status_code == 200, flow.text
+
+    overview = client.get(f"/api/workbench/projects/{proj['id']}").json()
+    assets_stage = next(s for s in overview["stages"] if s["stage_key"] == "assets")
+    row = next(a for a in assets_stage["content"]["assets"] if a["id"] == "asset-1")
+    assert row["job"]["id"] != link["attached_job_id"]
+
+
+def test_delete_playground_job_removes_workbench_link(client):
+    wf_id = _make_workflow(client, "FB Del", SAMPLE_WORKFLOW)
+    proj = _seed_assets_stage(client)
+    job = client.post(
+        "/api/playground/generate",
+        json={"workflow_id": wf_id, "input_values": {"1": "a cat"}, "context": _context(proj)},
+    ).json()["job"]
+    done = _wait_done(client, job["id"])
+    link = client.post("/api/playground/attach-workbench", json={"job_id": job["id"]}).json()
+
+    dead = client.delete(f"/api/playground/jobs/{job['id']}")
+    assert dead.status_code == 200
+    assert dead.json()["removed_workbench_links"] == [link["attached_job_id"]]
+
+    # The link row is gone: the project row no longer points at deleted files.
+    overview = client.get(f"/api/workbench/projects/{proj['id']}").json()
+    assets_stage = next(s for s in overview["stages"] if s["stage_key"] == "assets")
+    row = next(a for a in assets_stage["content"]["assets"] if a["id"] == "asset-1")
+    assert "job" not in row or row["job"]["id"] != link["attached_job_id"]
+    assert not Path(done["output_paths"][0]).exists()

calliope-backend/tests/test_ui_convert.py

@@ -0,0 +1,449 @@
+"""HEL-681: UI→API converter unit tests + ground-truth cross-checks.
+
+The synthetic graphs pin the structural semantics (reroute / bypass / mute /
+subgraph expansion / Set-Get variables / control_after_generate pairing);
+the corpus section runs the real 146-file library and the repo's API exports.
+"""
+
+from __future__ import annotations
+
+import copy
+import json
+from pathlib import Path
+
+import pytest
+
+from calliope.comfyui.lint import workflow_warnings
+from calliope.comfyui.ui_convert import convert_ui_workflow
+
+EXAMPLES = Path(__file__).resolve().parents[2] / "example_ComfyUI_workflows"
+
+
+def _node(nid, ntype, *, mode=0, inputs=None, outputs=None, wv=None, wvn=None, title=None):
+    node = {"id": nid, "type": ntype, "mode": mode, "inputs": inputs or [], "order": 0}
+    if outputs is not None:
+        node["outputs"] = outputs
+    if wv is not None:
+        node["widgets_values"] = wv
+    if wvn is not None:
+        node["widgets_values_named"] = wvn
+    if title:
+        node["title"] = title
+    return node
+
+
+def _in_slot(name, type_, link=None, widget=None):
+    entry = {"name": name, "type": type_, "link": link}
+    if widget:
+        entry["widget"] = {"name": widget}
+    return entry
+
+
+def _out(name, type_, links=None):
+    return {"name": name, "type": type_, "links": links or [], "slot_index": 0}
+
+
+def _base_graph():
+    """text2image: loader → prompts/latent → KSampler → VAE → SaveImage."""
+    nodes = [
+        _node(
+            1,
+            "CheckpointLoaderSimple",
+            outputs=[_out("MODEL", "MODEL"), _out("CLIP", "CLIP"), _out("VAE", "VAE")],
+            wv=["model.safetensors"],
+            inputs=[_in_slot("ckpt_name", "COMBO", widget="ckpt_name")],
+        ),
+        _node(
+            2,
+            "CLIPTextEncode",
+            inputs=[
+                _in_slot("clip", "CLIP", link=1),
+                _in_slot("text", "STRING", widget="text"),
+            ],
+            outputs=[_out("CONDITIONING", "CONDITIONING")],
+            wv=["a cat"],
+        ),
+        _node(
+            3,
+            "CLIPTextEncode",
+            inputs=[
+                _in_slot("clip", "CLIP", link=2),
+                _in_slot("text", "STRING", widget="text"),
+            ],
+            outputs=[_out("CONDITIONING", "CONDITIONING")],
+            wv=["bad quality"],
+        ),
+        _node(
+            4,
+            "EmptyLatentImage",
+            inputs=[
+                _in_slot("width", "INT", widget="width"),
+                _in_slot("height", "INT", widget="height"),
+                _in_slot("batch_size", "INT", widget="batch_size"),
+            ],
+            outputs=[_out("LATENT", "LATENT")],
+            wv=[512, 512, 1],
+        ),
+        _node(
+            5,
+            "KSampler",
+            inputs=[
+                _in_slot("model", "MODEL", link=3),
+                _in_slot("positive", "CONDITIONING", link=4),
+                _in_slot("negative", "CONDITIONING", link=5),
+                _in_slot("latent_image", "LATENT", link=6),
+                _in_slot("seed", "INT", widget="seed"),
+                _in_slot("steps", "INT", widget="steps"),
+                _in_slot("cfg", "FLOAT", widget="cfg"),
+                _in_slot("sampler_name", "COMBO", widget="sampler_name"),
+                _in_slot("scheduler", "COMBO", widget="scheduler"),
+                _in_slot("denoise", "FLOAT", widget="denoise"),
+            ],
+            outputs=[_out("LATENT", "LATENT")],
+            # seed 42 + control "fixed" rides together, then five widgets
+            wv=[42, "fixed", 20, 7, "euler", "normal", 1.0],
+        ),
+        _node(
+            6,
+            "VAEDecode",
+            inputs=[
+                _in_slot("samples", "LATENT", link=7),
+                _in_slot("vae", "VAE", link=8),
+            ],
+            outputs=[_out("IMAGE", "IMAGE")],
+        ),
+        _node(
+            7,
+            "SaveImage",
+            inputs=[
+                _in_slot("images", "IMAGE", link=9),
+                _in_slot("filename_prefix", "STRING", widget="filename_prefix"),
+            ],
+            wv=["test"],
+        ),
+    ]
+    links = [
+        [1, 1, 1, 2, 0, "CLIP"],
+        [2, 1, 1, 3, 0, "CLIP"],
+        [3, 1, 0, 5, 0, "MODEL"],
+        [4, 2, 0, 5, 1, "CONDITIONING"],
+        [5, 3, 0, 5, 2, "CONDITIONING"],
+        [6, 4, 0, 5, 3, "LATENT"],
+        [7, 5, 0, 6, 0, "LATENT"],
+        [8, 1, 2, 6, 1, "VAE"],
+        [9, 6, 0, 7, 0, "IMAGE"],
+    ]
+    return {"nodes": nodes, "links": links, "last_node_id": 7, "last_link_id": 9}
+
+
+def _convert(graph):
+    return convert_ui_workflow(graph)
+
+
+def test_clean_conversion_maps_everything():
+    result = _convert(_base_graph())
+    assert result.status == "ok"
+    assert result.needs_confirmation is False
+    wf = result.workflow
+    assert set(wf) == {"1", "2", "3", "4", "5", "6", "7"}
+    ks = wf["5"]
+    assert ks["class_type"] == "KSampler"
+    assert ks["inputs"]["seed"] == 42  # control_after_generate consumed silently
+    assert ks["inputs"]["steps"] == 20
+    assert ks["inputs"]["denoise"] == 1.0
+    assert ks["inputs"]["model"] == ["1", 0]
+    assert ks["inputs"]["latent_image"] == ["4", 0]
+    # lint on the converted graph must be error-free
+    assert not [w for w in workflow_warnings(wf) if w["level"] == "error"]
+
+
+def test_upload_button_widgets_are_consumed_but_never_emitted():
+    graph = _base_graph()
+    load = _node(
+        8,
+        "LoadImage",
+        inputs=[
+            _in_slot("image", "COMBO", widget="image"),
+            _in_slot("upload", "IMAGEUPLOAD", widget="upload"),
+        ],
+        outputs=[_out("IMAGE", "IMAGE")],
+        wv=["sample.png", "image"],
+    )
+    save = _node(
+        9,
+        "PreviewImage",
+        inputs=[
+            _in_slot("images", "IMAGE", link=20),
+            _in_slot("filename_prefix", "STRING", widget="filename_prefix"),
+        ],
+        wv=["preview"],
+    )
+    graph["nodes"] += [load, save]
+    graph["links"].append([20, 8, 0, 9, 0, "IMAGE"])
+    result = _convert(graph)
+    assert result.workflow["8"]["inputs"] == {"image": "sample.png"}
+
+
+def test_reroute_pass_through():
+    graph = _base_graph()
+    reroute = _node(8, "Reroute", inputs=[_in_slot("(in)", "*", link=9)])
+    graph["nodes"].append(reroute)
+    # SaveImage now fed by the reroute instead of VAEDecode directly
+    graph["nodes"][6]["inputs"][0]["link"] = 10
+    graph["links"].append([10, 8, 0, 7, 0, "IMAGE"])
+    result = _convert(graph)
+    assert result.workflow["7"]["inputs"]["images"] == ["6", 0]
+    assert "8" not in result.workflow
+
+
+def test_bypass_pass_through_and_mute_drop():
+    graph = _base_graph()
+    # bypass the KSampler: VAEDecode.samples must fall back to the latent
+    graph["nodes"][4]["mode"] = 4
+    result = _convert(graph)
+    assert result.workflow["6"]["inputs"]["samples"] == ["4", 0]
+    # mute the negative prompt: the link input is dropped with a warning
+    graph = _base_graph()
+    graph["nodes"][2]["mode"] = 2
+    result = _convert(graph)
+    assert "negative" not in result.workflow["5"]["inputs"]
+    assert any(i.code == "muted_input_dropped" for i in result.issues)
+
+
+def test_widget_entry_with_muted_upstream_falls_back_to_value():
+    graph = _base_graph()
+    # feed seed from a muted PrimitiveInt via a converted widget input
+    prim = _node(
+        9,
+        "PrimitiveInt",
+        mode=2,
+        inputs=[_in_slot("value", "INT", widget="value"), _in_slot("control", "COMBO", widget="control")],
+        wv=[7],
+    )
+    graph["nodes"].append(prim)
+    graph["nodes"][4]["inputs"][4]["link"] = 11  # seed ← primitive
+    graph["links"].append([11, 9, 0, 5, 4, "INT"])
+    result = _convert(graph)
+    assert result.workflow["5"]["inputs"]["seed"] == 42
+
+
+def test_subgraph_expansion_and_boundary_wiring():
+    graph = _base_graph()
+    # pack the EmptyLatentImage into a subgraph exposing width/height widgets
+    del graph["nodes"][3]
+    graph["nodes"] = [n for n in graph["nodes"] if n["id"] != 4]
+    sub_id = "aaaa-bbbb-cccc-dddd-eeee"
+    packed = _node(
+        20,
+        sub_id,
+        inputs=[
+            _in_slot("width", "INT", widget="width"),
+            _in_slot("height", "INT", widget="height"),
+        ],
+        outputs=[_out("LATENT", "LATENT")],
+        wv=[640, 384],
+    )
+    graph["nodes"].append(packed)
+    # KSampler latent_image ← packed output
+    graph["links"] = [l for l in graph["links"] if l[0] != 6]
+    graph["links"].append([6, 20, 0, 5, 3, "LATENT"])
+    graph["definitions"] = {
+        "subgraphs": [
+            {
+                "id": sub_id,
+                "name": "Latent",
+                "inputs": [
+                    {"name": "width", "type": "INT"},
+                    {"name": "height", "type": "INT"},
+                ],
+                "outputs": [{"name": "LATENT", "type": "LATENT"}],
+                "inputNode": {"id": -10},
+                "outputNode": {"id": -20},
+                "nodes": [
+                    _node(
+                        5,
+                        "EmptyLatentImage",
+                        inputs=[
+                            _in_slot("width", "INT", widget="width", link=101),
+                            _in_slot("height", "INT", widget="height", link=102),
+                            _in_slot("batch_size", "INT", widget="batch_size"),
+                        ],
+                        outputs=[_out("LATENT", "LATENT")],
+                        wv=[512, 512, 1],
+                    ),
+                ],
+                "links": [
+                    {"id": 101, "origin_id": -10, "origin_slot": 0, "target_id": 5, "target_slot": 0, "type": "INT"},
+                    {"id": 102, "origin_id": -10, "origin_slot": 1, "target_id": 5, "target_slot": 1, "type": "INT"},
+                    {"id": 103, "origin_id": 5, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "LATENT"},
+                ],
+            }
+        ]
+    }
+    result = _convert(graph)
+    wf = result.workflow
+    assert "20:5" in wf  # qualified packed:inner id, ComfyUI's own scheme
+    inner = wf["20:5"]
+    assert inner["class_type"] == "EmptyLatentImage"
+    # exposed widget values from the packed instance, not the inner defaults
+    assert inner["inputs"]["width"] == 640
+    assert inner["inputs"]["height"] == 384
+    assert inner["inputs"]["batch_size"] == 1
+    assert wf["5"]["inputs"]["latent_image"] == ["20:5", 0]
+    # now wire the packed width slot from outside: boundary becomes a link
+    res_node = _node(
+        21,
+        "ResolutionSelector",
+        inputs=[_in_slot("aspect_ratio", "COMBO", widget="aspect_ratio")],
+        outputs=[_out("width", "INT"), _out("height", "INT")],
+        wv=["1:1"],
+    )
+    graph["nodes"].append(res_node)
+    graph["nodes"][-2]["inputs"][0]["link"] = 12  # packed width ← selector
+    graph["links"].append([12, 21, 0, 20, 0, "INT"])
+    wf2 = _convert(graph).workflow
+    assert wf2["20:5"]["inputs"]["width"] == ["21", 0]
+    assert wf2["20:5"]["inputs"]["height"] == 384
+
+
+def test_set_get_variables_resolve_to_captured_source():
+    graph = _base_graph()
+    setter = _node(8, "SetNode", inputs=[_in_slot("*", "*", link=8)], wv=["the_vae"])
+    getter = _node(9, "GetNode", wv=["the_vae"], outputs=[_out("VAE", "VAE")])
+    graph["nodes"] += [setter, getter]
+    # VAEDecode.vae now fed via the variable
+    graph["nodes"][5]["inputs"][1]["link"] = 13
+    graph["links"] = [l for l in graph["links"] if l[0] != 8]
+    graph["links"] += [
+        [8, 1, 2, 8, 0, "VAE"],
+        [13, 9, 0, 6, 1, "VAE"],
+    ]
+    result = _convert(graph)
+    assert "8" not in result.workflow and "9" not in result.workflow
+    assert result.workflow["6"]["inputs"]["vae"] == ["1", 2]
+
+
+def test_unknown_widget_order_lands_in_needs_confirmation():
+    graph = _base_graph()
+    # an old-frontend node: positional widgets, no widget markers, no registry
+    graph["nodes"].append(
+        _node(10, "MysteryCustomNode", inputs=[], outputs=[_out("IMAGE", "IMAGE")], wv=[1, 2, 3])
+    )
+    save = _node(
+        11,
+        "PreviewImage",
+        inputs=[_in_slot("images", "IMAGE", link=30)],
+        wv=["preview"],
+    )
+    graph["nodes"].append(save)
+    graph["links"].append([30, 10, 0, 11, 0, "IMAGE"])
+    result = _convert(graph)
+    assert result.needs_confirmation is True
+    assert any(i.code == "widget_unmapped" for i in result.issues)
+    # the node is still converted structurally — the report carries the doubt
+    assert "10" in result.workflow
+
+
+def test_not_ui_format_fails_fast():
+    result = convert_ui_workflow({"3": {"class_type": "SaveImage", "inputs": {}}})
+    assert result.status == "fail"
+    assert result.workflow is None
+
+
+# ---------------------------------------------------------------------------
+# Real corpus: the 146 UI files + ground-truth API cross-checks (对拍).
+# ---------------------------------------------------------------------------
+
+pytestmark_convert = pytest.mark.skipif(
+    not EXAMPLES.is_dir(), reason="example_ComfyUI_workflows not checked out"
+)
+
+
+@pytest.mark.skipif(not EXAMPLES.is_dir(), reason="example library missing")
+def test_corpus_146_files_all_convert():
+    ui_files = [
+        p
+        for p in sorted(EXAMPLES.rglob("*.json"))
+        if isinstance(json.loads(p.read_text(encoding="utf-8")), dict)
+        and isinstance(json.loads(p.read_text(encoding="utf-8")).get("nodes"), list)
+    ]
+    assert len(ui_files) == 146
+    statuses = {"ok": 0, "warn": 0, "fail": 0}
+    needs_confirmation = 0
+    for path in ui_files:
+        data = json.loads(path.read_text(encoding="utf-8"))
+        result = convert_ui_workflow(data)
+        statuses[result.status] += 1
+        needs_confirmation += result.needs_confirmation
+        assert result.workflow, f"{path.name} produced no workflow"
+        # structural sanity: no dangling links in any conversion
+        nodes = result.workflow
+        for nid, node in nodes.items():
+            for name, val in node.get("inputs", {}).items():
+                if isinstance(val, list):
+                    assert str(val[0]) in nodes, f"{path.name}: {nid}.{name} dangles"
+    assert statuses["fail"] == 0
+    assert statuses["ok"] + statuses["warn"] == 146
+    # files whose widget order cannot be trusted are flagged, never hidden
+    assert 0 < needs_confirmation < 10
+
+
+@pytest.mark.skipif(not EXAMPLES.is_dir(), reason="example library missing")
+def test_cross_check_against_ground_truth_exports():
+    """The H3 t2v UI export converts to the same node classes the author's
+    own API export carries; shared classes agree on scalar input names."""
+    ui = json.loads(
+        (EXAMPLES / "4-视频生成/Minimax-h3/minimax_h3_t2v_文生视频.json").read_text(encoding="utf-8")
+    )
+    api = json.loads(
+        (EXAMPLES / "minimax_h3-Turbo_Text2Video_20260813_API.json").read_text(encoding="utf-8")
+    )
+    result = convert_ui_workflow(ui)
+    assert result.status in ("ok", "warn")
+    converted = result.workflow
+    api_classes = {n["class_type"] for n in api.values()}
+    # Every scalar name the conversion emits for a shared class must be an
+    # input name the author's own export knows — wiring may differ between
+    # versions (a muted branch falls back to its widget value), but the NAME
+    # mapping must never invent or swap inputs.
+    for cls in api_classes & {n["class_type"] for n in converted.values()}:
+        api_names = {
+            key
+            for n in api.values()
+            if n["class_type"] == cls
+            for key in n.get("inputs", {})
+        }
+        conv_names = {
+            key
+            for n in converted.values()
+            if n["class_type"] == cls
+            for key, v in n.get("inputs", {}).items()
+            if not isinstance(v, list)
+        }
+        assert conv_names <= api_names, f"class {cls} invents inputs: {conv_names - api_names}"
+
+
+@pytest.mark.skipif(not EXAMPLES.is_dir(), reason="example library missing")
+def test_packed_krea2_conversion_shape_matches_export_scheme():
+    """The krea2 turbo file (packed subgraph) converts ok, expands inner nodes
+    under `<packed>:<inner>` ids and maps the sampler widgets exactly — the
+    same scheme the author's own Krea2 API export uses (ids like "171:153")."""
+    ui = json.loads(
+        (EXAMPLES / "3-图像生成/krea2/krea2_turbo_文生图.json").read_text(encoding="utf-8")
+    )
+    api = json.loads(
+        (EXAMPLES / "Krea2_t2i_20260818_API.json").read_text(encoding="utf-8")
+    )
+    result = convert_ui_workflow(ui)
+    assert result.status == "ok"
+    assert any(":" in nid for nid in result.workflow)  # expanded subgraph nodes
+    assert any("171:" in nid for nid in api)  # ground truth uses the same scheme
+    ks = [
+        n
+        for n in result.workflow.values()
+        if n["class_type"] == "KSampler" and not isinstance(n["inputs"].get("seed"), list)
+    ]
+    assert ks, "inner KSampler with widget-mapped seed expected"
+    assert {"seed", "steps", "cfg", "sampler_name", "scheduler", "denoise"} <= set(
+        ks[0]["inputs"]
+    )

calliope-backend/tests/test_workbench.py

@@ -197,6 +197,39 @@ def _confirm(client, pid: int, key: str, **extra):
     return client.post(f"/api/workbench/projects/{pid}/stages/{key}/confirm", json=extra or None)
 
 
+def test_assistant_notes_keep_confirmation_and_survive_artifact_edits(client):
+    pid = _make_project(client)
+    note_url = f"/api/workbench/projects/{pid}/stages/style/note"
+    r = client.patch(note_url, json={"text": "建议先比较冷暖两个方向。"})
+    assert r.status_code == 200
+    assert r.json()["stage"]["status"] == "todo"
+    assert r.json()["stage"]["assistant_note"] == "建议先比较冷暖两个方向。"
+    assert _confirm(client, pid, "style").status_code == 400
+    # An ordinary structured save must keep the separate advice.
+    r = client.patch(f"/api/workbench/projects/{pid}/stages/style", json={"content": json.loads(STYLE_REPLY)})
+    assert r.status_code == 200
+    assert r.json()["stage"]["assistant_note"] == "建议先比较冷暖两个方向。"
+    # Notes on confirmed content don't change its status or confirmed snapshot.
+    client.post(f"/api/workbench/projects/{pid}/stages/script/import", json={"text": SCRIPT_TEXT})
+    before = _stage(_overview(client, pid), "script")
+    r = client.patch(f"/api/workbench/projects/{pid}/stages/script/note", json={"text": "下一版建议加强人物动机。"})
+    assert r.status_code == 200
+    after = r.json()["stage"]
+    assert after["status"] == before["status"] == "confirmed"
+    assert after["confirmed_content"] == before["confirmed_content"]
+    assert after["draft_edited"] == before["draft_edited"]
+    assert _confirm(client, pid, "script").status_code == 200
+    confirmed = _stage(_overview(client, pid), "script")
+    assert "assistant_note" not in confirmed["confirmed_content"]
+    client.patch(f"/api/workbench/projects/{pid}/stages/script/note", json={"text": "保留确认后的新建议。"})
+    restored = client.post(f"/api/workbench/projects/{pid}/stages/script/restore").json()["stage"]
+    assert restored["assistant_note"] == "保留确认后的新建议。"
+    assert restored["confirmed_content"] == confirmed["confirmed_content"]
+    assert client.patch(note_url, json={"text": ""}).json()["stage"]["assistant_note"] == ""
+    assert client.patch(note_url, json={"text": "x" * 200_001}).status_code == 422
+    assert client.patch(f"/api/workbench/projects/{pid}/stages/unknown/note", json={"text": "x"}).status_code == 404
+
+
 # ─────────────────────────────────────────────────────────────────────────
 
 

calliope-backend/tests/test_workflow_import_batch.py

@@ -0,0 +1,421 @@
+"""HEL-681 (S2): batch import endpoints, meta list view, migration safety.
+
+Everything runs on a temp DB via the shared client fixture — the real
+146-file library is never touched, matching the card's「不导入生产数据」boundary.
+"""
+
+from __future__ import annotations
+
+import json
+import sqlite3
+from pathlib import Path
+
+from calliope.db import migrate_db
+
+import pytest
+
+
+EXAMPLES = Path(__file__).resolve().parents[2] / "example_ComfyUI_workflows"
+
+
+def _ui_graph():
+    """Minimal clean t2i UI graph (same shape as test_ui_convert's)."""
+    return {
+        "nodes": [
+            {
+                "id": 1,
+                "type": "CheckpointLoaderSimple",
+                "mode": 0,
+                "inputs": [{"name": "ckpt_name", "type": "COMBO", "widget": {"name": "ckpt_name"}, "link": None}],
+                "outputs": [
+                    {"name": "MODEL", "type": "MODEL", "links": [3], "slot_index": 0},
+                    {"name": "CLIP", "type": "CLIP", "links": [1, 2], "slot_index": 1},
+                    {"name": "VAE", "type": "VAE", "links": [8], "slot_index": 2},
+                ],
+                "widgets_values": ["qwen_image_2.safetensors"],
+            },
+            {
+                "id": 2,
+                "type": "CLIPTextEncode",
+                "mode": 0,
+                "inputs": [
+                    {"name": "clip", "type": "CLIP", "link": 1},
+                    {"name": "text", "type": "STRING", "widget": {"name": "text"}, "link": None},
+                ],
+                "outputs": [{"name": "CONDITIONING", "type": "CONDITIONING", "links": [4], "slot_index": 0}],
+                "widgets_values": ["a cat"],
+            },
+            {
+                "id": 3,
+                "type": "CLIPTextEncode",
+                "mode": 0,
+                "inputs": [
+                    {"name": "clip", "type": "CLIP", "link": 2},
+                    {"name": "text", "type": "STRING", "widget": {"name": "text"}, "link": None},
+                ],
+                "outputs": [{"name": "CONDITIONING", "type": "CONDITIONING", "links": [5], "slot_index": 0}],
+                "widgets_values": ["bad"],
+            },
+            {
+                "id": 4,
+                "type": "EmptyLatentImage",
+                "mode": 0,
+                "inputs": [
+                    {"name": "width", "type": "INT", "widget": {"name": "width"}, "link": None},
+                    {"name": "height", "type": "INT", "widget": {"name": "height"}, "link": None},
+                    {"name": "batch_size", "type": "INT", "widget": {"name": "batch_size"}, "link": None},
+                ],
+                "outputs": [{"name": "LATENT", "type": "LATENT", "links": [6], "slot_index": 0}],
+                "widgets_values": [512, 512, 1],
+            },
+            {
+                "id": 5,
+                "type": "KSampler",
+                "mode": 0,
+                "inputs": [
+                    {"name": "model", "type": "MODEL", "link": 3},
+                    {"name": "positive", "type": "CONDITIONING", "link": 4},
+                    {"name": "negative", "type": "CONDITIONING", "link": 5},
+                    {"name": "latent_image", "type": "LATENT", "link": 6},
+                    {"name": "seed", "type": "INT", "widget": {"name": "seed"}, "link": None},
+                    {"name": "steps", "type": "INT", "widget": {"name": "steps"}, "link": None},
+                    {"name": "cfg", "type": "FLOAT", "widget": {"name": "cfg"}, "link": None},
+                    {"name": "sampler_name", "type": "COMBO", "widget": {"name": "sampler_name"}, "link": None},
+                    {"name": "scheduler", "type": "COMBO", "widget": {"name": "scheduler"}, "link": None},
+                    {"name": "denoise", "type": "FLOAT", "widget": {"name": "denoise"}, "link": None},
+                ],
+                "outputs": [{"name": "LATENT", "type": "LATENT", "links": [7], "slot_index": 0}],
+                "widgets_values": [42, "fixed", 20, 7, "euler", "normal", 1.0],
+            },
+            {
+                "id": 6,
+                "type": "VAEDecode",
+                "mode": 0,
+                "inputs": [
+                    {"name": "samples", "type": "LATENT", "link": 7},
+                    {"name": "vae", "type": "VAE", "link": 8},
+                ],
+                "outputs": [{"name": "IMAGE", "type": "IMAGE", "links": [9], "slot_index": 0}],
+            },
+            {
+                "id": 7,
+                "type": "SaveImage",
+                "mode": 0,
+                "inputs": [
+                    {"name": "images", "type": "IMAGE", "link": 9},
+                    {"name": "filename_prefix", "type": "STRING", "widget": {"name": "filename_prefix"}, "link": None},
+                ],
+                "widgets_values": ["test"],
+            },
+        ],
+        "links": [
+            [1, 1, 1, 2, 0, "CLIP"],
+            [2, 1, 1, 3, 0, "CLIP"],
+            [3, 1, 0, 5, 0, "MODEL"],
+            [4, 2, 0, 5, 1, "CONDITIONING"],
+            [5, 3, 0, 5, 2, "CONDITIONING"],
+            [6, 4, 0, 5, 3, "LATENT"],
+            [7, 5, 0, 6, 0, "LATENT"],
+            [8, 1, 2, 6, 1, "VAE"],
+            [9, 6, 0, 7, 0, "IMAGE"],
+        ],
+    }
+
+
+def _api_workflow():
+    return json.loads(
+        (EXAMPLES / "video_minimax_h3_r2v_2ref_API.json").read_text(encoding="utf-8")
+    )
+
+
+def test_convert_dry_run_reports_and_stores_nothing(client):
+    payload = {
+        "files": [
+            {
+                "source_path": "3-图像生成/Qwen-Image-2.1/test_t2i.json",
+                "workflow_json": _ui_graph(),
+            }
+        ],
+        "include_workflows": True,
+    }
+    resp = client.post("/api/workflows/convert", json=payload)
+    assert resp.status_code == 200
+    body = resp.json()
+    assert body["total"] == 1 and body["ok"] == 1 and body["importable"] == 1
+    entry = body["files"][0]
+    assert entry["name"] == "test_t2i"
+    assert entry["workflow_json"]["5"]["inputs"]["seed"] == 42
+    assert entry["suggested"]["usage"] == "text2image"
+    assert entry["suggested"]["category"] == "image"
+    assert entry["suggested"]["model_family"] == "Qwen"
+    assert entry["suggested"]["media_out"] == ["image"]
+    # dry-run must not write anything
+    assert client.get("/api/workflows").json() == []
+
+
+def test_convert_needs_confirmation_is_flagged_not_runnable(client):
+    graph = _ui_graph()
+    graph["nodes"].append(
+        {
+            "id": 10,
+            "type": "MysteryCustomNode",
+            "mode": 0,
+            "inputs": [],
+            "outputs": [{"name": "IMAGE", "type": "IMAGE", "links": [30], "slot_index": 0}],
+            "widgets_values": [1, 2, 3],
+        }
+    )
+    graph["nodes"].append(
+        {
+            "id": 11,
+            "type": "PreviewImage",
+            "mode": 0,
+            "inputs": [{"name": "images", "type": "IMAGE", "link": 30}],
+            "widgets_values": ["p"],
+        }
+    )
+    graph["links"].append([30, 10, 0, 11, 0, "IMAGE"])
+    resp = client.post(
+        "/api/workflows/convert",
+        json={"files": [{"source_path": "x/mystery.json", "workflow_json": graph}]},
+    )
+    body = resp.json()
+    assert body["needs_confirmation"] == 1
+    assert body["importable"] == 0
+    assert "需人工确认" in body["files"][0]["skip_reason"]
+
+
+def test_import_batch_then_rerun_is_idempotent(client):
+    files = [
+        {
+            "source_path": "3-图像生成/Qwen-Image-2.1/test_t2i.json",
+            "workflow_json": _ui_graph(),
+        }
+    ]
+    first = client.post("/api/workflows/import-batch", json={"files": files})
+    assert first.status_code == 200
+    body = first.json()
+    assert body["imported"] == 1 and body["skipped"] == 0
+    row_id = body["imported_ids"][0]
+
+    # second run with identical file: conflict skip, no duplicates
+    second = client.post("/api/workflows/import-batch", json={"files": files})
+    body2 = second.json()
+    assert body2["imported"] == 0 and body2["skipped"] == 1
+    assert body2["skipped_files"][0]["reason"] == "conflict"
+    listing = client.get("/api/workflows").json()
+    assert len(listing) == 1
+
+    detail = client.get(f"/api/workflows/{row_id}").json()
+    assert detail["usage"] == "text2image"
+    assert detail["is_enabled"] is True
+    assert detail["category"] == "image"
+    assert detail["model_family"] == "Qwen"
+    assert detail["media_io"] == {"in": [], "out": ["image"]}
+    assert detail["source"] == "ui_convert"
+    assert detail["source_path"] == "3-图像生成/Qwen-Image-2.1/test_t2i.json"
+
+
+def test_import_batch_skips_needs_confirmation_files(client):
+    graph = _ui_graph()
+    graph["nodes"].append(
+        {
+            "id": 10,
+            "type": "MysteryCustomNode",
+            "mode": 0,
+            "inputs": [],
+            "outputs": [{"name": "IMAGE", "type": "IMAGE", "links": [30], "slot_index": 0}],
+            "widgets_values": [1, 2, 3],
+        }
+    )
+    graph["nodes"].append(
+        {
+            "id": 11,
+            "type": "PreviewImage",
+            "mode": 0,
+            "inputs": [{"name": "images", "type": "IMAGE", "link": 30}],
+            "widgets_values": ["p"],
+        }
+    )
+    graph["links"].append([30, 10, 0, 11, 0, "IMAGE"])
+    resp = client.post(
+        "/api/workflows/import-batch",
+        json={"files": [{"name": "mystery", "workflow_json": graph}]},
+    )
+    body = resp.json()
+    assert body["imported"] == 0
+    assert "需人工确认" in body["skipped_files"][0]["reason"]
+    assert client.get("/api/workflows").json() == []
+
+
+def test_warn_sample_imports_with_human_confirmation(client):
+    """A warn file (muted branch → input dropped) still imports when the
+    wizard supplies the settled usage — the manual-correction path."""
+    graph = _ui_graph()
+    graph["nodes"][2]["mode"] = 2  # mute the negative prompt branch
+    dry = client.post(
+        "/api/workflows/convert",
+        json={"files": [{"name": "warned", "workflow_json": graph}]},
+    ).json()
+    assert dry["warn"] == 1 and dry["importable"] == 1
+    resp = client.post(
+        "/api/workflows/import-batch",
+        json={"files": [{"name": "warned", "workflow_json": graph, "usage": "text2image"}]},
+    )
+    body = resp.json()
+    assert body["imported"] == 1
+    detail = client.get(f"/api/workflows/{body['imported_ids'][0]}").json()
+    assert detail["is_enabled"] is True
+    assert "negative" not in detail["workflow_json"]["5"]["inputs"]
+
+
+@pytest.mark.skipif(not EXAMPLES.is_dir(), reason="example library missing")
+def test_import_scan_dry_run_over_repo_library(client):
+    resp = client.post(
+        "/api/workflows/import-scan",
+        json={"root": str(EXAMPLES), "dry_run": True},
+    )
+    assert resp.status_code == 200
+    body = resp.json()
+    assert body["total"] == 146
+    assert body["fail"] == 0
+    assert body["ok"] + body["warn"] == 146
+    assert body["needs_confirmation"] > 0  # the 3 uncensored files stay honest
+    assert body["importable"] < body["total"]
+    # a dry scan must leave the DB untouched
+    assert client.get("/api/workflows").json() == []
+
+
+def test_import_scan_commit_from_tmp_directory(client, tmp_path):
+    (tmp_path / "sub").mkdir()
+    (tmp_path / "sub" / "demo.json").write_text(json.dumps(_ui_graph()), encoding="utf-8")
+    (tmp_path / "plain_api.json").write_text(json.dumps(_api_workflow()), encoding="utf-8")
+    (tmp_path / "not_a_workflow.json").write_text(json.dumps({"hello": 1}), encoding="utf-8")
+    resp = client.post(
+        "/api/workflows/import-scan",
+        json={"root": str(tmp_path), "dry_run": False},
+    )
+    body = resp.json()
+    # only the one UI file went through this pipeline; API-format and junk skipped
+    assert body["imported"] == 1
+    listing = client.get("/api/workflows").json()
+    assert len(listing) == 1
+    assert listing[0]["source_path"] == "sub/demo.json"
+    # rerun: idempotent
+    again = client.post(
+        "/api/workflows/import-scan",
+        json={"root": str(tmp_path), "dry_run": False},
+    ).json()
+    assert again["imported"] == 0
+    assert len(client.get("/api/workflows").json()) == 1
+
+
+def test_meta_view_has_metadata_but_no_full_json(client):
+    client.post(
+        "/api/workflows/import-batch",
+        json={
+            "files": [
+                {
+                    "source_path": "3-图像生成/Qwen-Image-2.1/test_t2i.json",
+                    "workflow_json": _ui_graph(),
+                    "tags": ["极速"],
+                }
+            ]
+        },
+    )
+    meta = client.get("/api/workflows", params={"view": "meta"}).json()
+    assert len(meta) == 1
+    row = meta[0]
+    assert "workflow_json" not in row
+    assert "input_schema" not in row
+    assert "output_schema" not in row
+    assert row["category"] == "image"
+    assert row["model_family"] == "Qwen"
+    assert row["media_io"] == {"in": [], "out": ["image"]}
+    assert row["tags"] == ["极速"]
+    assert row["favorite"] is False
+    assert row["needs_mapping"] is False
+
+
+def test_legacy_list_shape_and_old_records_unchanged(client):
+    """Old imports (API format via POST /api/workflows) keep working; the
+    legacy list still carries workflow_json and the new columns default."""
+    created = client.post(
+        "/api/workflows",
+        json={"name": "旧导入", "workflow_json": _api_workflow()},
+    )
+    assert created.status_code == 200
+    legacy = client.get("/api/workflows").json()
+    assert len(legacy) == 1
+    row = legacy[0]
+    assert isinstance(row["workflow_json"], dict)
+    assert "usage" in row and "output_map" in row
+    assert row["favorite"] is False
+    assert row["tags"] == []
+    assert row["media_io"] == {"in": [], "out": []}
+    meta = client.get("/api/workflows", params={"view": "meta"}).json()
+    assert meta[0]["needs_mapping"] is False or meta[0]["needs_mapping"] is True
+    assert meta[0]["source"] is None
+
+
+def test_favorite_tags_patch_and_touch(client):
+    wid = client.post(
+        "/api/workflows/import-batch",
+        json={"files": [{"name": "fav", "workflow_json": _ui_graph()}]},
+    ).json()["imported_ids"][0]
+    resp = client.patch(f"/api/workflows/{wid}", json={"favorite": True, "tags": ["高质量"]})
+    assert resp.status_code == 200
+    assert resp.json()["favorite"] is True
+    assert resp.json()["tags"] == ["高质量"]
+    touch = client.post(f"/api/workflows/{wid}/touch")
+    assert touch.status_code == 200
+    meta = client.get("/api/workflows", params={"view": "meta"}).json()
+    assert meta[0]["last_used_at"] is not None
+    assert meta[0]["favorite"] is True
+
+
+def test_migration_adds_columns_on_old_database(tmp_path):
+    """A pre-S2 database (workflows table without the metadata columns)
+    migrates in place; existing rows survive with defaults."""
+    db_path = tmp_path / "old.db"
+    conn = sqlite3.connect(db_path)
+    conn.executescript(
+        """
+        CREATE TABLE workflows (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            name TEXT NOT NULL,
+            kind TEXT NOT NULL CHECK(kind IN ('image', 'video')),
+            workflow_json TEXT NOT NULL,
+            description TEXT,
+            prompt_profile TEXT NOT NULL DEFAULT 'prose',
+            is_enabled INTEGER NOT NULL DEFAULT 1,
+            usage TEXT,
+            usage_source TEXT,
+            output_map TEXT,
+            output_map_source TEXT
+        );
+        INSERT INTO workflows (name, kind, workflow_json)
+            VALUES ('legacy', 'video', '{"1": {"class_type": "SaveImage", "inputs": {}}}');
+        """
+    )
+    conn.commit()
+    conn.close()
+
+    import asyncio
+
+    asyncio.run(migrate_db(db_path))
+    conn = sqlite3.connect(db_path)
+    cols = {r[1] for r in conn.execute("PRAGMA table_info(workflows)").fetchall()}
+    assert {
+        "category",
+        "model_family",
+        "media_io",
+        "tags",
+        "favorite",
+        "last_used_at",
+        "source",
+        "source_path",
+    } <= cols
+    row = conn.execute("SELECT name, favorite, tags, category FROM workflows").fetchone()
+    assert row == ("legacy", 0, None, None)
+    conn.close()

calliope-web/src/app.html

@@ -1,19 +1,30 @@
-<!DOCTYPE html>
-<html lang="en">
-	<head>
-		<meta charset="utf-8" />
-		<link rel="icon" href="%sveltekit.assets%/favicon.png" />
-		<meta name="viewport" content="width=device-width, initial-scale=1" />
-		<title>影工坊</title>
-		<link rel="preconnect" href="https://fonts.googleapis.com" />
-		<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
-		<link
-			href="https://fonts.googleapis.com/css2?family=Outfit:wght@400;500;600;700&family=IBM+Plex+Sans:wght@400;500;600&family=JetBrains+Mono:wght@400;500&family=Noto+Sans+SC:wght@400;500;600&display=swap"
-			rel="stylesheet"
-		/>
-		%sveltekit.head%
-	</head>
-	<body data-sveltekit-preload-data="hover">
-		<div style="display: contents">%sveltekit.body%</div>
-	</body>
+<!doctype html>
+<html lang="zh-CN">
+  <head>
+    <meta charset="utf-8" />
+    <script>
+      (function () {
+        var saved;
+        try {
+          saved = localStorage.getItem("aigc-theme");
+        } catch (_) {}
+        document.documentElement.dataset.theme =
+          /^(night|day|grade|bluehour)$/.test(saved || "") ? saved : "night";
+      })();
+    </script>
+    <link rel="stylesheet" href="%sveltekit.assets%/themes.css" />
+    <link rel="icon" href="%sveltekit.assets%/favicon.png" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <title>影工坊</title>
+    <link rel="preconnect" href="https://fonts.googleapis.com" />
+    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
+    <link
+      href="https://fonts.googleapis.com/css2?family=Outfit:wght@400;500;600;700&family=IBM+Plex+Sans:wght@400;500;600&family=JetBrains+Mono:wght@400;500&family=Noto+Sans+SC:wght@400;500;600&display=swap"
+      rel="stylesheet"
+    />
+    %sveltekit.head%
+  </head>
+  <body data-sveltekit-preload-data="hover">
+    <div style="display: contents">%sveltekit.body%</div>
+  </body>
 </html>

calliope-web/src/lib/actions/spotlight.ts

@@ -0,0 +1,17 @@
+import type { Action } from 'svelte/action';
+
+/** A local honeycomb highlight follows the pointer, independent of selected state. */
+export const spotlight: Action<HTMLElement> = (node) => {
+	const move = (event: PointerEvent) => {
+		if (
+			document.documentElement.dataset.reduce === '1' ||
+			event.pointerType === 'touch'
+		)
+			return;
+		const rect = node.getBoundingClientRect();
+		node.style.setProperty('--pointer-x', `${event.clientX - rect.left}px`);
+		node.style.setProperty('--pointer-y', `${event.clientY - rect.top}px`);
+	};
+	node.addEventListener('pointermove', move);
+	return { destroy: () => node.removeEventListener('pointermove', move) };
+};

calliope-web/src/lib/api.ts

@@ -140,6 +140,11 @@ import type {
   WorkflowOutputMapEntry,
   WorkflowConnectionCheck,
   WorkflowLastTest,
+  WorkflowMeta,
+  WorkflowUIFileInput,
+  WorkflowConvertFileReport,
+  WorkflowConvertReport,
+  WorkflowImportResult,
 } from "./comfy/types";
 export type {
   Job,
@@ -154,6 +159,11 @@ export type {
   WorkflowOutputMapEntry,
   WorkflowConnectionCheck,
   WorkflowLastTest,
+  WorkflowMeta,
+  WorkflowUIFileInput,
+  WorkflowConvertFileReport,
+  WorkflowConvertReport,
+  WorkflowImportResult,
 };
 
 async function api<T>(path: string, init?: RequestInit): Promise<T> {
@@ -462,6 +472,50 @@ export const comfy = {
 
 export const workflows = {
   list: () => api<Workflow[]>("/api/workflows"),
+  /** HEL-682: metadata-only list — 150+ rows without any workflow_json. */
+  listMeta: () => api<WorkflowMeta[]>("/api/workflows?view=meta"),
+  /** HEL-682: dry-run UI→API conversion for a batch of files (nothing stored). */
+  convert: (
+    files: WorkflowUIFileInput[],
+    opts?: { endpoint_id?: string | null; refresh?: boolean },
+  ) =>
+    api<WorkflowConvertReport>("/api/workflows/convert", {
+      method: "POST",
+      body: JSON.stringify({
+        files,
+        ...(opts?.endpoint_id ? { endpoint_id: opts.endpoint_id } : {}),
+        ...(opts?.refresh ? { refresh: opts.refresh } : {}),
+      }),
+    }),
+  /** HEL-682: commit a batch import (converts server-side, conflicts skipped). */
+  importBatch: (files: WorkflowUIFileInput[]) =>
+    api<WorkflowImportResult>("/api/workflows/import-batch", {
+      method: "POST",
+      body: JSON.stringify({ files }),
+    }),
+  /** HEL-682: scan a server-side directory of UI-format JSONs — dry-run report. */
+  importScanDry: (root: string) =>
+    api<WorkflowConvertReport>("/api/workflows/import-scan", {
+      method: "POST",
+      body: JSON.stringify({ root, dry_run: true }),
+    }),
+  /** HEL-682: scan a server-side directory of UI-format JSONs — commit the import. */
+  importScanCommit: (root: string) =>
+    api<WorkflowImportResult>("/api/workflows/import-scan", {
+      method: "POST",
+      body: JSON.stringify({ root, dry_run: false }),
+    }),
+  /** HEL-682: record a use (最近使用). */
+  touch: (id: number) =>
+    api<{ ok: boolean }>(`/api/workflows/${id}/touch`, { method: "POST" }),
+  /** HEL-682: delete byte-identical duplicates, keeping the lowest id. */
+  dedupe: () =>
+    api<{
+      ok: boolean;
+      removed: number;
+      kept_ids: number[];
+      removed_ids: number[];
+    }>("/api/workflows/dedupe", { method: "POST" }),
   analyze: (
     workflow_json: Record<string, unknown>,
     endpoint_id?: string | null,
@@ -537,6 +591,10 @@ export const workflows = {
       input_schema: ComfyDynamicInput[];
       output_map: WorkflowOutputMapEntry[];
       output_map_source: "auto" | "user";
+      favorite: boolean;
+      tags: string[];
+      category: string;
+      model_family: string;
     }>,
   ) =>
     api<Workflow>(`/api/workflows/${id}`, {
@@ -638,6 +696,15 @@ export const playgroundApi = {
     endpoint_id?: string | null;
     /** Origin recorded on the job payload (tasks page labels). */
     source?: "playground" | "studio-image" | "studio-video";
+    /** Optional real workbench source (HEL-684) — validated server-side and
+     * stamped on the job so finished takes can flow back to their row. */
+    context?: {
+      project_id: number;
+      stage: "assets" | "shot";
+      source_kind: "asset" | "shot";
+      source_id: string;
+      label?: string;
+    };
   }) =>
     api<{ ok: boolean; job: Job }>("/api/playground/generate", {
       method: "POST",
@@ -655,7 +722,24 @@ export const playgroundApi = {
       job_id: number;
       deleted_files: string[];
       missing_files: string[];
+      removed_workbench_links?: number[];
     }>(`/api/playground/jobs/${jobId}`, { method: "DELETE" }),
+  /** Flow a finished take back to the workbench row it came from (HEL-684).
+   * The server derives the target from the job's own recorded context —
+   * idempotent, never overwrites, refuses stale source rows. */
+  attachWorkbench: (jobId: number) =>
+    api<{
+      ok: boolean;
+      already_attached: boolean;
+      job_id: number;
+      attached_job_id: number;
+      project_id: number;
+      stage: "assets" | "shot";
+      target_id: string;
+    }>("/api/playground/attach-workbench", {
+      method: "POST",
+      body: JSON.stringify({ job_id: jobId }),
+    }),
   attach: (payload: {
     path: string;
     project_id: number;
@@ -750,6 +834,7 @@ export interface VideoShot {
 }
 
 export interface WorkbenchStage {
+  assistant_note?: string;
   stage_key: WorkbenchStageKey;
   status: WorkbenchStageStatus;
   content: Record<string, unknown> | null;
@@ -773,6 +858,11 @@ export interface WorkbenchOverview {
 }
 
 export const workbenchApi = {
+  saveNote: (projectId: number, stageKey: WorkbenchStageKey, text: string) =>
+    api<{ ok: boolean; stage: WorkbenchStage }>(
+      `/api/workbench/projects/${projectId}/stages/${stageKey}/note`,
+      { method: "PATCH", body: JSON.stringify({ text }) },
+    ),
   overview: (projectId: number) =>
     api<WorkbenchOverview>(`/api/workbench/projects/${projectId}`),
   patchStage: (

calliope-web/src/lib/canvas/ArtifactNode.svelte

@@ -98,8 +98,8 @@
 		position: relative;
 	}
 	.artifact-node.running {
-		border-color: rgba(125, 211, 252, 0.6);
-		box-shadow: 0 0 18px rgba(125, 211, 252, 0.25);
+		border-color: var(--run);
+		box-shadow: 0 0 18px var(--run-soft);
 	}
 	:global(.svelte-flow__node.selected) .artifact-node {
 		border-color: var(--accent);
@@ -117,9 +117,9 @@
 		font-size: 9px;
 		letter-spacing: 0.06em;
 		text-transform: uppercase;
-		color: #bae6fd;
-		background: rgba(12, 74, 110, 0.55);
-		border: 1px solid rgba(125, 211, 252, 0.35);
+		color: var(--text-2);
+		background: var(--bg-4);
+		border: 1px solid var(--line-2);
 		border-radius: 999px;
 		padding: 2px 6px;
 		flex-shrink: 0;
@@ -141,12 +141,12 @@
 		flex-shrink: 0;
 	}
 	.running-badge {
-		color: #bae6fd;
-		background: rgba(12, 74, 110, 0.6);
+		color: var(--run);
+		background: var(--run-soft);
 	}
 	.failed-badge {
-		color: #fecaca;
-		background: rgba(127, 29, 29, 0.5);
+		color: var(--err);
+		background: var(--err-soft);
 	}
 	.play-badge {
 		font-size: 9px;
@@ -205,9 +205,9 @@
 		font-weight: 600;
 		letter-spacing: 0.04em;
 		text-transform: lowercase;
-		color: var(--text-muted);
+		color: var(--on-media);
 		pointer-events: none;
-		background: rgba(0, 0, 0, 0.55);
+		background: var(--media-scrim);
 		padding: 1px 5px;
 		border-radius: 999px;
 	}

calliope-web/src/lib/canvas/EntityNode.svelte

@@ -108,7 +108,7 @@
 	transition: border-color 0.15s;
 }
 	.entity-node:hover {
-		border-color: #3a3a44;
+		border-color: var(--line-2);
 	}
 	/* Svelte Flow marks the selected node wrapper with .selected */
 	:global(.svelte-flow__node.selected) .entity-node {
@@ -176,9 +176,9 @@
 		font-weight: 600;
 		letter-spacing: 0.04em;
 		text-transform: lowercase;
-		color: var(--text-muted);
+		color: var(--on-media);
 		pointer-events: none;
-		background: rgba(0, 0, 0, 0.55);
+		background: var(--media-scrim);
 		padding: 1px 5px;
 		border-radius: 999px;
 	}

calliope-web/src/lib/canvas/tokens.css

@@ -1,13 +0,0 @@
-/* Canvas v2.1 scoped visual tokens (spec v2.0 §2) — canvas surfaces only.
-   The global --accent stays untouched for v1 pages. */
-.canvas-root {
-	--accent: #4f46a5;
-	--accent-hover: #6157c9;
-	--accent-glow: rgba(99, 102, 241, 0.3);
-	--edge: #7dd3fc;
-	/* Edge-chip surfaces (LinkEdge label) — fallbacks match the dark theme. */
-	--panel: #17171f;
-	--panel-border: #2a2a35;
-	--fg: #f4f4f5;
-	--fg-dim: #a1a1aa;
-}

calliope-web/src/lib/comfy/types.ts

@@ -175,6 +175,120 @@ export interface Workflow {
 	last_test?: WorkflowLastTest | null;
 }
 
+/**
+ * HEL-682: metadata-only row (GET /api/workflows?view=meta) — the whole
+ * point is browsing 150+ workflows without downloading workflow_json.
+ */
+export interface WorkflowMediaIO {
+	in: string[];
+	out: string[];
+}
+
+export interface WorkflowMeta {
+	id: number;
+	name: string;
+	kind: 'image' | 'video';
+	usage: WorkflowUsage | null;
+	usage_source: 'auto' | 'user' | null;
+	is_enabled: boolean;
+	category: string | null;
+	model_family: string | null;
+	media_io: WorkflowMediaIO;
+	tags: string[];
+	favorite: boolean;
+	last_used_at: string | null;
+	description: string | null;
+	source: string | null;
+	source_path: string | null;
+	prompt_profile: string;
+	created_at: string;
+	endpoint_id: string | null;
+	output_map_source: 'auto' | 'user' | null;
+	/** Cheap pending check: usage or output mapping not settled yet. */
+	needs_mapping: boolean;
+}
+
+/** One UI-format file submitted to the batch convert/import pipeline. */
+export interface WorkflowUIFileInput {
+	name?: string;
+	source_path?: string;
+	workflow_json: Record<string, unknown>;
+	usage?: WorkflowUsage;
+	description?: string;
+	tags?: string[];
+}
+
+export interface WorkflowConvertIssue {
+	node_id: string;
+	code: string;
+	level: 'error' | 'warning';
+	message: string;
+}
+
+export interface WorkflowConvertSuggested {
+	kind: 'image' | 'video';
+	usage: WorkflowUsage | null;
+	usage_ambiguous: boolean;
+	category: string | null;
+	category_label: string | null;
+	model_family: string | null;
+	media_in: string[];
+	media_out: string[];
+	description: string | null;
+}
+
+export interface WorkflowPreflightFinding {
+	level: string;
+	code: string;
+	node_id?: string;
+	node_title?: string;
+	message: string;
+	hint?: string;
+}
+
+export interface WorkflowConvertFileReport {
+	name: string;
+	source_path: string | null;
+	status: 'ok' | 'warn' | 'fail';
+	needs_confirmation: boolean;
+	issues: WorkflowConvertIssue[];
+	importable: boolean;
+	skip_reason?: string | null;
+	suggested?: WorkflowConvertSuggested;
+	preflight?: {
+		endpoint_id: string | null;
+		ok: boolean;
+		findings: WorkflowPreflightFinding[];
+	};
+}
+
+/** Dry-run report (POST /convert, POST /import-scan with dry_run). */
+export interface WorkflowConvertReport {
+	total: number;
+	ok: number;
+	warn: number;
+	fail: number;
+	needs_confirmation: number;
+	importable: number;
+	files: WorkflowConvertFileReport[];
+}
+
+export interface WorkflowImportFileReport extends WorkflowConvertFileReport {
+	result?: 'imported' | 'skipped' | 'failed';
+	id?: number;
+	existing_id?: number;
+}
+
+/** Commit result (POST /import-batch, POST /import-scan without dry_run). */
+export interface WorkflowImportResult {
+	total: number;
+	imported: number;
+	skipped: number;
+	imported_ids: number[];
+	skipped_files: { name: string; source_path: string | null; reason: string | null }[];
+	files: WorkflowImportFileReport[];
+}
+
 export interface Job {
 	id: number;
 	project_id: number;
@@ -197,6 +311,13 @@ export interface Job {
 	phase?: string | null;
 	/** 'user' (normal generation) or 'workflow_test' (HEL-643 test run). */
 	origin?: string;
+	/** HEL-684: present when this take has been flowed back to its
+	 * workbench source row (link job id on the source project). */
+	workbench_attach?: {
+		job_id: number;
+		stage: string;
+		target_id: string;
+	};
 }
 
 export interface SceneVideoSettings {

calliope-web/src/lib/components/ComfyDynamicForm.svelte

@@ -522,7 +522,7 @@
 	}
 	.role {
 		font-weight: 600;
-		color: var(--accent, #a78bfa);
+		color: var(--accent);
 		font-size: 11px;
 		margin-left: 6px;
 		font-family: ui-monospace, monospace;
@@ -567,7 +567,7 @@
 	input.invalid:focus-visible,
 	textarea.invalid:focus-visible,
 	select.invalid:focus-visible {
-		box-shadow: 0 0 0 3px rgba(239, 68, 68, 0.25);
+		box-shadow: 0 0 0 3px var(--err-soft);
 	}
 	.error-msg {
 		font-size: 11px;
@@ -607,7 +607,7 @@
 	}
 	.clear:hover {
 		color: var(--error);
-		border-color: rgba(239, 68, 68, 0.4);
+		border-color: var(--err-line);
 	}
 	.clear:focus-visible {
 		outline: 2px solid var(--accent);

calliope-web/src/lib/components/GeneratingOverlay.svelte

@@ -30,7 +30,7 @@
 		position: absolute;
 		inset: 0;
 		z-index: 30;
-		background: rgba(18, 18, 24, 0.78);
+		background: var(--overlay);
 		backdrop-filter: blur(2px);
 		border-radius: var(--radius-md);
 		display: flex;

calliope-web/src/lib/components/ImageLightbox.svelte

@@ -96,8 +96,8 @@
 				<button
 					class="tool"
 					type="button"
-aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
-				title={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
+					aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
+					title={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 					onclick={() => (zoomed = !zoomed)}
 				>
 					<Icon name="zoom-in" size={17} />
@@ -108,7 +108,9 @@ aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 					class="tool"
 					type="button"
 					aria-label={frameBusy ? t('lastFrame.exporting') : t('lastFrame.export')}
-					title={frameBusy ? t('lastFrame.exporting') : `${t('lastFrame.export')} · ${t('lastFrame.hint')}`}
+					title={frameBusy
+						? t('lastFrame.exporting')
+						: `${t('lastFrame.export')} · ${t('lastFrame.hint')}`}
 					disabled={frameBusy}
 					aria-busy={frameBusy}
 					onclick={(e) => {
@@ -179,9 +181,8 @@ aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 					{alt}
 					kind="video"
 					label={t('lightbox.videoUnavailable')}
-					autoplay
 					controls
-					preload="auto"
+					preload="metadata"
 				/>
 			</div>
 		{:else}
@@ -237,7 +238,7 @@ aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 	}
 	.counter {
 		font-size: 12px;
-		color: rgba(255, 255, 255, 0.65);
+		color: color-mix(in srgb, var(--on-media) 65%, transparent);
 		margin-right: 4px;
 		font-variant-numeric: tabular-nums;
 	}
@@ -249,13 +250,13 @@ aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 		height: 40px;
 		border: none;
 		border-radius: 999px;
-		background: rgba(255, 255, 255, 0.12);
-		color: #fff;
+		background: color-mix(in srgb, var(--on-media) 12%, transparent);
+		color: var(--on-media);
 		cursor: pointer;
 		transition: background 0.15s;
 	}
 	.tool:hover {
-		background: rgba(255, 255, 255, 0.22);
+		background: color-mix(in srgb, var(--on-media) 22%, transparent);
 	}
 	.tool:focus-visible {
 		outline: 2px solid var(--accent);
@@ -272,13 +273,13 @@ aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 		height: 44px;
 		border: none;
 		border-radius: 999px;
-		background: rgba(255, 255, 255, 0.1);
-		color: #fff;
+		background: color-mix(in srgb, var(--on-media) 10%, transparent);
+		color: var(--on-media);
 		cursor: pointer;
 		transition: background 0.15s;
 	}
 	.nav:hover {
-		background: rgba(255, 255, 255, 0.22);
+		background: color-mix(in srgb, var(--on-media) 22%, transparent);
 	}
 	.nav:focus-visible {
 		outline: 2px solid var(--accent);
@@ -334,16 +335,16 @@ aria-label={zoomed ? t('lightbox.fitToScreen') : t('lightbox.zoom100')}
 	.caption {
 		margin: 0;
 		font-size: 13px;
-		color: rgba(255, 255, 255, 0.85);
+		color: color-mix(in srgb, var(--on-media) 85%, transparent);
 		max-width: min(96vw, 720px);
 		text-align: center;
 	}
 	.hint {
 		margin: 0;
 		font-size: 12px;
-		color: rgba(255, 255, 255, 0.55);
+		color: color-mix(in srgb, var(--on-media) 55%, transparent);
 	}
 	.hint a {
-		color: rgba(255, 255, 255, 0.85);
+		color: color-mix(in srgb, var(--on-media) 85%, transparent);
 	}
 </style>

calliope-web/src/lib/components/OmniComposer.svelte

@@ -504,9 +504,9 @@
 		height: 36px;
 		padding: 0 20px;
 		border-radius: 9999px;
-		background: var(--success, #22c55e);
+		background: var(--ok);
 		border: none;
-		color: #000;
+		color: var(--accent-ink);
 		font-size: 14px;
 		font-weight: 700;
 		font-family: var(--font-body);

calliope-web/src/lib/components/SafeMedia.svelte

@@ -95,10 +95,10 @@
 				rgba(255, 255, 255, 0.03) 6px,
 				rgba(255, 255, 255, 0.03) 12px
 			),
-			var(--bg-elevated, #16161d);
-		border: 1px dashed var(--border, #2a2a35);
+			var(--bg-elevated);
+		border: 1px dashed var(--border);
 		border-radius: inherit;
-		color: var(--text-muted, #8b8b9a);
+		color: var(--text-muted);
 		font-size: 12px;
 		font-weight: 500;
 		letter-spacing: 0.02em;

calliope-web/src/lib/components/agent/AgentArtifactCard.svelte

@@ -132,7 +132,7 @@
 		border-color: color-mix(in srgb, var(--success) 30%, var(--border));
 	}
 	.artifact.failed {
-		border-color: rgba(239, 68, 68, 0.4);
+		border-color: var(--err-line);
 	}
 	.meta {
 		display: flex;
@@ -249,12 +249,12 @@
 		width: 44px;
 		height: 44px;
 		border-radius: 9999px;
-		background: rgba(0, 0, 0, 0.55);
-		box-shadow: 0 0 0 1px rgba(255, 255, 255, 0.18);
+		background: var(--media-scrim);
+		box-shadow: 0 0 0 1px var(--on-media-line);
 	}
 	.play-badge :global(svg) {
 		position: absolute;
-		color: #fff;
+		color: var(--on-media);
 		fill: currentColor;
 		filter: drop-shadow(0 1px 2px rgba(0, 0, 0, 0.6));
 		margin-left: 2px;

calliope-web/src/lib/components/agent/AgentComposer.svelte

@@ -668,8 +668,8 @@ let {
 		justify-content: center;
 		border: none;
 		border-radius: 999px;
-		background: rgba(0, 0, 0, 0.65);
-		color: #fff;
+		background: var(--media-scrim);
+		color: var(--on-media);
 		cursor: pointer;
 		padding: 0;
 	}
@@ -772,7 +772,7 @@ let {
 		border-radius: var(--radius-md);
 		border: 1px solid var(--accent);
 		background: var(--accent);
-		color: #fff;
+		color: var(--accent-ink);
 		font-size: 13px;
 		font-weight: 600;
 		cursor: pointer;
@@ -785,7 +785,7 @@ let {
 	.send.stop {
 		background: transparent;
 		color: var(--error);
-		border-color: rgba(239, 68, 68, 0.5);
+		border-color: var(--err-line);
 	}
 	.send.steer {
 		color: var(--accent);

calliope-web/src/lib/components/agent/AgentSessionSidebar.svelte

@@ -431,6 +431,6 @@
 	}
 	.del:hover {
 		color: var(--error);
-		background: rgba(239, 68, 68, 0.12);
+		background: var(--err-soft);
 	}
 </style>

calliope-web/src/lib/components/agent/AgentToolCard.svelte

@@ -60,7 +60,7 @@
 		overflow: hidden;
 	}
 	.tool-card.error {
-		border-color: rgba(239, 68, 68, 0.45);
+		border-color: var(--err-line);
 	}
 	.head {
 		display: flex;

calliope-web/src/lib/components/agent/agentPalette.ts

@@ -1,35 +1,42 @@
 /**
- * Agent identity palette: a stable display name + accent color per agent.
+ * Agent identity palette: a stable display name + identity step per agent.
  *
- * Identity colors answer "who is speaking" only (avatar / name / bubble
- * tint) — they never express task status (spec v2 §3.6). The curated set
- * reuses the spec §3.6 avatar five-color family plus one neutral slate, so
- * no tailwind rainbow hues leak into the fusion palette; the default
- * main-loop agent is neutral `--text-2` slate.
+ * Identity answers "who is speaking" only (avatar dot / name / bubble tint)
+ * — it never expresses task status. HEL-685 无彩化：全部改为 app.css 的
+ * 显影灰阶实色阶 --id-1..5（与全站 --avatar-1..5 同一身份语言），
+ * 不再使用彩色身份色；默认主循环智能体保持中性 --id-4。
  */
 
 export const DEFAULT_AGENT_NAME = 'Calliope';
 
 // Fixed identity map (keyed by the raw agent_name the backend emits).
+// Step numbers mirror the avatar five-set used across the app
+// (models/agents/home project cards).
 const IDENTITIES: Record<string, { label: string; color: string }> = {
-	planner: { label: 'Planner', color: '#5b8def' }, // avatar-2 blue
-	'story-agent': { label: 'Story Agent', color: '#3fb97f' }, // avatar-3 green
-	'script-agent': { label: 'Script Agent', color: '#e8a33d' }, // avatar-1 amber
-	'assets-agent': { label: 'Assets Agent', color: '#b98be0' }, // avatar-4 violet
-	'video-agent': { label: 'Video Agent', color: '#d98e6a' }, // avatar-5 clay
-	'research-agent': { label: 'Research Agent', color: '#8fa3c8' }, // neutral slate
+	planner: { label: 'Planner', color: 'var(--id-2)' },
+	'story-agent': { label: 'Story Agent', color: 'var(--id-3)' },
+	'script-agent': { label: 'Script Agent', color: 'var(--id-1)' },
+	'assets-agent': { label: 'Assets Agent', color: 'var(--id-4)' },
+	'video-agent': { label: 'Video Agent', color: 'var(--id-5)' },
+	'research-agent': { label: 'Research Agent', color: 'var(--id-4)' },
 	// The five named agents (HEL-613) — the runner stamps their zh names on
-	// named-session replies; colors mirror the spec §2.1 avatar five-set.
-	剧本创作: { label: '剧本创作', color: '#e8a33d' },
-	视觉设计: { label: '视觉设计', color: '#5b8def' },
-	分镜设计: { label: '分镜设计', color: '#3fb97f' },
-	素材资产: { label: '素材资产', color: '#b98be0' },
-	镜头脚本: { label: '镜头脚本', color: '#d98e6a' },
+	// named-session replies; steps mirror the avatar five-set.
+	剧本创作: { label: '剧本创作', color: 'var(--id-1)' },
+	视觉设计: { label: '视觉设计', color: 'var(--id-2)' },
+	分镜设计: { label: '分镜设计', color: 'var(--id-3)' },
+	素材资产: { label: '素材资产', color: 'var(--id-4)' },
+	镜头脚本: { label: '镜头脚本', color: 'var(--id-5)' },
 };
 
-// Fallback palette for unknown names (stable hash → deterministic color),
-// narrowed to the avatar identity family + neutral slate (spec v2 §十.4).
-const FALLBACK_COLORS = ['#5b8def', '#3fb97f', '#e8a33d', '#b98be0', '#d98e6a', '#8fa3c8'];
+// Fallback palette for unknown names (stable hash → deterministic step),
+// spanning the same five grayscale identity steps.
+const FALLBACK_COLORS = [
+	'var(--id-1)',
+	'var(--id-2)',
+	'var(--id-3)',
+	'var(--id-4)',
+	'var(--id-5)',
+];
 
 function hashString(s: string): number {
 	let h = 0;
@@ -39,8 +46,8 @@ function hashString(s: string): number {
 	return h;
 }
 
-/** Neutral slate (--text-2) — the default agent borrows no signal color. */
-export const DEFAULT_AGENT_COLOR = '#aab2c5';
+/** Neutral step (--id-4) — the default agent borrows no signal color. */
+export const DEFAULT_AGENT_COLOR = 'var(--id-4)';
 
 export function agentDisplayName(name: string | null | undefined): string {
 	const key = (name || '').trim().toLowerCase();

calliope-web/src/lib/components/desk/Artboard.svelte

@@ -0,0 +1,833 @@
+<script lang="ts">
+	import { untrack, type Snippet } from 'svelte';
+	import Modal from '$lib/components/ui/Modal.svelte';
+	import ImageLightbox from '$lib/components/ImageLightbox.svelte';
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import { assetUrl } from '$lib/api';
+	import type { Job, Workflow } from '$lib/comfy/types';
+	import { progressFor } from '$lib/jobProgress';
+	import { jobStatusInfo } from '$lib/jobStatus';
+	import { parseDbTs } from '$lib/dbtime';
+	import {
+		clearOutputMissing,
+		markOutputMissing,
+		missingOutputsOf,
+	} from '$lib/missingOutputs.svelte';
+	import { t } from '$lib/i18n.svelte';
+	import { exportLastFrame } from '$lib/media/lastFrame';
+	import { usageLabel } from '../generate/schema';
+	import {
+		elapsedSec,
+		fmtClock,
+		fmtDur,
+		inputsOf,
+		isVideoOutput,
+		promptOf,
+		specOf,
+	} from '../generate/takes';
+
+	/**
+	 * 检视区 (spec-v2 §3.3): 结果 shows the selected take on the projection
+	 * stage with its spec, inputs and workflow; 参数 hosts the full form.
+	 * ≥1180 it is a column (hide with ]), 761–1179 a right overlay, ≤760
+	 * fullscreen — `overlay` / `open` drive the last two.
+	 * D 批 (HEL-654): pointer picks cross-fade the stage 150ms (键盘
+	 * ↑↓/J/K 即时无动画), video playback is always explicit,
+	 * failed takes get 重试, and a done take whose files no longer load
+	 * shows the amber 文件缺失 state with 用相同参数重做 / 移除记录.
+	 */
+	interface Props {
+		main?: boolean;
+		comparePath?: string | null;
+		tab: 'result' | 'params';
+		job: Job | null;
+		wf: Workflow | undefined;
+		nowMs: number;
+		open: boolean;
+		/** Collapsed or off-screen — nothing inside may take focus. */
+		inactive: boolean;
+		/** Current workflow can take an image output (送入当前图片槽). */
+		canSendToSlot: boolean;
+		/** Animate this result change (pointer pick) — 150ms cross-fade. */
+		crossfade: boolean;
+		/** The stage <video> element, for explicit playback controls. */
+		videoEl?: HTMLVideoElement | null;
+		params: Snippet;
+		onClose: () => void;
+		onReuse: (job: Job) => void;
+		onRetry: (job: Job) => void;
+		onCancel: (job: Job) => void;
+		onSendToSlot: (path: string) => void;
+		onDelete: (job: Job) => void;
+		canAttach?: boolean;
+		attachBusy?: boolean;
+		onAttach?: () => void;
+	}
+
+	let {
+		main = false,
+		comparePath = null,
+		tab = $bindable(),
+		job,
+		wf,
+		nowMs,
+		open,
+		inactive,
+		canSendToSlot,
+		crossfade,
+		videoEl = $bindable(null),
+		params,
+		onClose,
+		onReuse,
+		onRetry,
+		onCancel,
+		onSendToSlot,
+		onDelete,
+		canAttach = false,
+		attachBusy = false,
+		onAttach,
+	}: Props = $props();
+
+	let detailsOpen = $state(false);
+	let deleteOpen = $state(false);
+	let outIndex = $state(0);
+	let compare = $state(false),
+		compareAt = $state(50),
+		lightbox = $state(false);
+	$effect(() => {
+		void job?.id;
+		detailsOpen = false;
+		deleteOpen = false;
+		compare = false;
+		lightbox = false;
+	});
+	$effect.pre(() => {
+		void job?.id;
+		outIndex = 0;
+	});
+
+	const st = $derived(job ? jobStatusInfo(job) : null);
+	// §3.4 红/琥珀界线: amber only when the task SUCCEEDED but its files
+	// cannot be fetched — the failed case stays red.
+	const gonePaths = $derived(missingOutputsOf(job));
+	const fileGone = $derived(gonePaths.length > 0);
+	const outputs = $derived(
+		job && st?.tone === 'ok'
+			? job.output_paths.filter((p) => !gonePaths.includes(p))
+			: [],
+	);
+	const output = $derived(
+		outputs[Math.min(outIndex, outputs.length - 1)] ?? null,
+	);
+	const allOutputs = $derived(job && st?.tone === 'ok' ? job.output_paths : []);
+	const video = $derived(!!job && !!output && isVideoOutput(job, output));
+	const wfDeleted = $derived(!!job && job.workflow_id == null);
+	const prompt = $derived(job ? promptOf(job, wf) : '');
+	const inputs = $derived(job ? inputsOf(job, wf) : []);
+	const compareSource = $derived(
+		inputs.find((i) => i.kind === 'image')?.path ?? comparePath,
+	);
+	const spec = $derived(job ? specOf(job, wf) : []);
+	const endpoint = $derived(
+		((job?.payload?.endpoint as Record<string, unknown> | undefined)?.name as
+			string | undefined) ?? '',
+	);
+	const progress = $derived.by(() => {
+		if (!job || job.status !== 'running') return 0;
+		const live = progressFor(job.id);
+		const phase = live?.phase ?? job.phase;
+		if (phase !== 'comfy_running' && phase !== 'saving') return 0;
+		return live?.progress ?? 3;
+	});
+	let dims = $state('');
+	let naturalWidth = $state(1),
+		naturalHeight = $state(1);
+	let stageWidth = $state(0),
+		stageHeight = $state(0);
+	const fitted = $derived(
+		Math.min(stageWidth / naturalWidth, stageHeight / naturalHeight),
+	);
+	$effect.pre(() => {
+		void output;
+		dims = '';
+	});
+	function noteImg(e: Event) {
+		const img = e.currentTarget as HTMLImageElement;
+		naturalWidth = img.naturalWidth;
+		naturalHeight = img.naturalHeight;
+		dims = `${img.naturalWidth}×${img.naturalHeight}`;
+	}
+	function noteVideo(e: Event) {
+		const v = e.currentTarget as HTMLVideoElement;
+		naturalWidth = v.videoWidth;
+		naturalHeight = v.videoHeight;
+		dims = `${v.videoWidth}×${v.videoHeight}`;
+	}
+
+	let paused = $state(true);
+	$effect.pre(() => {
+		void output;
+		untrack(() => {
+			videoEl?.pause();
+			paused = true;
+		});
+	});
+	function togglePlayback() {
+		if (!videoEl) return;
+		if (videoEl.paused) videoEl.play().catch(() => {});
+		else videoEl.pause();
+	}
+
+	const mediaKey = $derived(`${job?.id ?? 'none'}:${output ?? st?.tone ?? ''}`);
+
+	let frameBusy = $state(false);
+	async function exportTail() {
+		const src = assetUrl(output);
+		if (!src || frameBusy) return;
+		frameBusy = true;
+		try {
+			await exportLastFrame(src);
+		} finally {
+			frameBusy = false;
+		}
+	}
+</script>
+
+<div class="artboard" aria-label="生成结果">
+	<button
+		class="artboard-toolbar"
+		aria-label="作品详情与操作"
+		onclick={() => (detailsOpen = true)}
+	>
+		<div class="result-title">
+			<span>第 {job?.id} 次生成</span><small>{wf?.name ?? '历史作品'}</small>
+		</div>
+	</button>
+	<div class="stage" class:comparing={compare}>
+		{#if job && st}{#key mediaKey}
+				<div
+					class="stage-media"
+					bind:clientWidth={stageWidth}
+					bind:clientHeight={stageHeight}
+				>
+					{#if output && video}
+						<!-- svelte-ignore a11y_media_has_caption -->
+						<div
+							class="print a-photo"
+							style:width={fitted > 0 ? `${naturalWidth * fitted}px` : '100%'}
+							style:height={fitted > 0 ? `${naturalHeight * fitted}px` : '100%'}
+						>
+							{#if st.tone === 'ok' && !fileGone}<span class="a-fix"
+									>{t('jobst.done')}</span
+								>{/if}
+							<video
+								bind:this={videoEl}
+								src={assetUrl(output)}
+								controls
+								aria-label="生成的视频，使用播放按钮开始播放"
+								onkeydown={(e) => {
+									if (e.code === 'Space' && e.target === e.currentTarget) {
+										e.preventDefault();
+										togglePlayback();
+									}
+								}}
+								onplay={() => (paused = false)}
+								onpause={() => (paused = true)}
+								onended={() => (paused = true)}
+								playsinline
+								preload="metadata"
+								onloadedmetadata={(e) => {
+									clearOutputMissing(output);
+									noteVideo(e);
+								}}
+								onerror={() => output && markOutputMissing(output)}
+							></video>
+							{#if paused}<button
+									class="big-play"
+									aria-label="播放此视频"
+									onclick={() => {
+										videoEl?.focus();
+										togglePlayback();
+									}}>▶</button
+								>{/if}
+						</div>
+					{:else if output}
+						<div
+							class="print a-photo"
+							style:width={fitted > 0 ? `${naturalWidth * fitted}px` : '100%'}
+							style:height={fitted > 0 ? `${naturalHeight * fitted}px` : '100%'}
+						>
+							{#if st.tone === 'ok' && !fileGone}<span class="a-fix"
+									>{t('jobst.done')}</span
+								>{/if}
+							<img
+								src={assetUrl(output)}
+								alt={prompt || t('desk.tabResult')}
+								onload={(e) => {
+									clearOutputMissing(output);
+									noteImg(e);
+								}}
+								onerror={() => output && markOutputMissing(output)}
+							/>
+							{#if main && compare && compareSource}<div
+									class="comparison-layer"
+									style:clip-path={`inset(0 ${100 - compareAt}% 0 0)`}
+								>
+									<img src={assetUrl(compareSource)} alt="对比参考画面" />
+								</div>
+								<div
+									class="comparison-divider"
+									style:left={`${compareAt}%`}
+								></div>{/if}
+						</div>
+					{:else if fileGone}
+						<div class="stage-empty gone">
+							<span>{t('desk.missingTitle')}</span>
+							<span class="sub">{t('desk.missingSub')}</span>
+						</div>
+					{:else}
+						<div class="stage-empty">
+							<span>{st.label}</span>
+							<span class="sub"
+								>{st.tone === 'fail' ? t('desk.notGenerated') : st.detail}</span
+							>
+							{#if progress > 0}
+								<div class="a-progress stage-bar" style:--p={progress / 100}>
+									<i></i>
+								</div>
+							{/if}
+						</div>
+					{/if}
+				</div>
+			{/key}{/if}
+		{#if outputs.length > 1}<div
+				class="output-picker"
+				role="group"
+				aria-label="本次生成的作品"
+			>
+				{#each outputs as p, i}<button
+						aria-pressed={output === p}
+						onclick={() => (outIndex = i)}
+						aria-label={'查看第 ' + (i + 1) + ' 件作品'}>{i + 1}</button
+					>{/each}
+			</div>{/if}
+	</div>
+	<footer class="artboard-footer">
+		<button
+			class="canvas-btn"
+			disabled={!output}
+			onclick={() =>
+				video
+					? videoEl?.requestFullscreen().catch(() => {})
+					: (lightbox = true)}
+			aria-label="放大查看"><Icon name="zoom-in" size={14} />放大</button
+		>
+		<a
+			class="canvas-btn"
+			href={output ? assetUrl(output) : undefined}
+			aria-disabled={!output}
+			download
+			aria-label="下载生成结果"><Icon name="download" size={14} />下载</a
+		>
+		<span class="action-separator" aria-hidden="true"></span>
+		<button
+			class="canvas-btn"
+			disabled={!job || !output}
+			onclick={() => job && onReuse(job)}
+			><Icon name="retry" size={14} />复用参数</button
+		>
+		<button
+			class="canvas-btn"
+			disabled={!output || video || !canSendToSlot}
+			title={canSendToSlot
+				? '放入当前工作流图片输入'
+				: '当前工作流没有图片输入'}
+			onclick={() => output && onSendToSlot(output)}
+			><Icon name="image" size={14} />作为参考图</button
+		>
+		<button
+			class="canvas-btn"
+			disabled
+			title="跨工作流送图尚未具备，请选择生视频工作流后从已有结果选取"
+			><Icon name="film" size={14} />送去生视频</button
+		>
+		<span class="action-separator" aria-hidden="true"></span>
+		<button
+			class="canvas-btn"
+			disabled={!canAttach || attachBusy}
+			title={canAttach
+				? '保存到来源项目'
+				: '通用选择项目与阶段将在后续批次提供'}
+			onclick={onAttach}><Icon name="folder" size={14} />存入项目</button
+		>
+		<a class="canvas-btn" href="/assets"
+			><Icon name="assets" size={14} />素材库</a
+		>
+		<button
+			class="canvas-btn delete-output"
+			aria-label="删除作品记录"
+			title="删除作品记录"
+			disabled={!job || job.status === 'pending' || job.status === 'running'}
+			onclick={() => (deleteOpen = true)}
+			><Icon name="close" size={14} /></button
+		>
+		{#if job?.status === 'pending' || job?.status === 'running'}<button
+				class="canvas-btn"
+				onclick={() => job && onCancel(job)}>取消生成</button
+			>{/if}
+		{#if st?.tone === 'fail'}<button
+				class="canvas-btn"
+				onclick={() => job && onRetry(job)}>重试</button
+			>{/if}
+		{#if compare && output && !video}<label class="compare-slider"
+				>参考<input
+					type="range"
+					min="0"
+					max="100"
+					bind:value={compareAt}
+					aria-label="拖动对比画面"
+				/>结果</label
+			>{/if}
+	</footer>
+</div>
+<Modal bind:open={detailsOpen} size="lg" title="作品详情与操作">
+	{#if job && st}
+		<div class="detail-actions">
+			{#if video}<button
+					class="canvas-btn play-button"
+					onclick={togglePlayback}
+					aria-label={paused ? '播放视频' : '暂停视频'}
+					>{paused ? '▶ 播放' : 'Ⅱ 暂停'}</button
+				><button
+					class="canvas-btn"
+					onclick={() => videoEl?.requestFullscreen().catch(() => {})}
+					>全屏</button
+				>{/if}
+			<span class="result-spec"
+				>{dims || st?.label} · {job ? fmtDur(elapsedSec(job, nowMs)) : ''}</span
+			>
+			{#if compare && output && !video}<label class="compare-slider"
+					>参考<input
+						type="range"
+						min="0"
+						max="100"
+						bind:value={compareAt}
+						aria-label="拖动对比画面"
+					/>结果</label
+				>{/if}
+			{#if output && !video && compareSource && compareSource !== output}<button
+					class="canvas-btn"
+					aria-pressed={compare}
+					onclick={() => {
+						compare = !compare;
+						detailsOpen = false;
+					}}>◫ {compare ? '结束对比' : '对比'}</button
+				>{/if}
+			<button
+				class="a-btn secondary sm"
+				onclick={() => {
+					onReuse(job);
+					detailsOpen = false;
+				}}>复用到输入区</button
+			>
+			{#if output && !video && canSendToSlot}<button
+					class="a-btn secondary sm"
+					onclick={() => {
+						onSendToSlot(output);
+						detailsOpen = false;
+					}}>送入当前图片槽</button
+				>{/if}
+			{#if video && output}<button
+					class="a-btn secondary sm"
+					disabled={frameBusy}
+					onclick={exportTail}>{frameBusy ? '正在导出…' : '导出尾帧'}</button
+				>{/if}
+			{#if st.tone === 'fail' || fileGone}<button
+					class="a-btn secondary sm"
+					onclick={() => onRetry(job)}>用相同参数重做</button
+				>{/if}
+			{#if job.status !== 'pending' && job.status !== 'running'}<button
+					class="a-btn danger sm"
+					onclick={() => {
+						deleteOpen = true;
+						detailsOpen = false;
+					}}>移除记录</button
+				>{/if}
+		</div>
+		{#if st.tone === 'fail' || fileGone}<p class="error-note" role="alert">
+				{fileGone ? t('jobst.missingDetail') : st.detail}
+			</p>{/if}
+		<div class="detail-meta">
+			{#each spec as s}<span>{s.label} · {s.value}</span
+				>{/each}{#if endpoint}<span>{endpoint}</span>{/if}
+		</div>
+		{#if inputs.length || prompt}
+			<div class="section-title">{t('desk.inputs')}</div>
+			{#if inputs.length}
+				<div class="inputs">
+					{#each inputs as inp (inp.label + inp.path)}
+						{#if inp.kind === 'image'}
+							<img
+								class="mini"
+								src={assetUrl(inp.path)}
+								alt={inp.label}
+								title={inp.label}
+								loading="lazy"
+							/>
+						{:else}
+							<span class="mini glyph" title={inp.label}
+								><Icon
+									name={inp.kind === 'video' ? 'film' : 'music'}
+									size={14}
+								/></span
+							>
+						{/if}
+					{/each}
+				</div>
+			{/if}
+			{#if prompt}<p class="prompt">{prompt}</p>{/if}
+		{/if}
+
+		<div class="section-title">{t('desk.workflow')}</div>
+		<dl class="kv">
+			<dt>{t('desk.kvName')}</dt>
+			<dd>
+				{wf?.name ?? t('studio.jobName', { id: job.id })}
+				{#if wfDeleted}<span class="a-tag wf-gone"
+						>{t('studio.wfDeletedTag')}</span
+					>{/if}
+			</dd>
+			{#if wf?.usage}
+				<dt>{t('desk.kvUsage')}</dt>
+				<dd>{usageLabel(wf.usage)}</dd>
+			{/if}
+			<dt>{t('desk.kvCreated')}</dt>
+			<dd class="mono">{fmtClock(parseDbTs(job.created_at))}</dd>
+			{#if job.comfy_prompt_id}
+				<dt>{t('desk.kvPromptId')}</dt>
+				<dd class="mono">{job.comfy_prompt_id}</dd>
+			{/if}
+		</dl>
+	{/if}
+</Modal>
+<Modal bind:open={deleteOpen} title="删除作品记录" size="md">
+	<p>
+		确认移除这条生成记录及生成文件？关联项目中的回流记录也会移除。确认后有 5
+		秒可撤销，提交后无法恢复。
+	</p>
+	{#snippet footer()}<button
+			class="a-btn secondary"
+			onclick={() => (deleteOpen = false)}>取消</button
+		>
+		<button
+			class="a-btn danger"
+			onclick={() => {
+				if (job) onDelete(job);
+				deleteOpen = false;
+			}}>确认移除</button
+		>{/snippet}
+</Modal>
+{#if lightbox && output && !video}<ImageLightbox
+		src={assetUrl(output) ?? ''}
+		alt={prompt || '创作结果'}
+		onClose={() => (lightbox = false)}
+	/>{/if}
+
+<style>
+	.artboard {
+		position: relative;
+		display: grid;
+		grid-template-rows: 0 minmax(0, 1fr) 40px;
+		height: 100%;
+		min-height: 0;
+		border: 0;
+		border-radius: 0;
+		background: transparent;
+		overflow: hidden;
+	}
+	.artboard-toolbar,
+	.artboard-footer {
+		display: flex;
+		align-items: center;
+		justify-content: space-between;
+		gap: 6px;
+		padding: 0 12px;
+		min-width: 0;
+	}
+	.artboard-toolbar {
+		position: absolute;
+		top: 10px;
+		left: 10px;
+		z-index: 2;
+		border-radius: 4px;
+		background: var(--media-scrim);
+		color: var(--on-media);
+		padding: 2px 6px;
+		max-width: calc(100% - 20px);
+		border: 0;
+		cursor: pointer;
+		text-align: left;
+	}
+	.result-title {
+		display: flex;
+		align-items: center;
+		gap: 12px;
+		min-width: 0;
+		font-size: 11px;
+		color: var(--text-2);
+	}
+	.result-title small {
+		color: var(--text-3);
+		font-size: 10px;
+		white-space: nowrap;
+		overflow: hidden;
+		text-overflow: ellipsis;
+		max-width: 220px;
+	}
+	.canvas-btn {
+		display: inline-flex;
+		align-items: center;
+		gap: 6px;
+		height: 26px;
+		box-sizing: border-box;
+		background: var(--bg-2);
+		color: var(--text-2);
+		border: 1px solid var(--line);
+		border-radius: var(--desk-action-radius);
+		padding: 0 9px;
+		font-size: 12px;
+		font-weight: 500;
+		cursor: pointer;
+		text-decoration: none;
+		white-space: nowrap;
+	}
+	.action-separator {
+		width: 1px;
+		height: 18px;
+		flex-shrink: 0;
+		margin: 0 4px;
+		background: var(--line-2);
+	}
+	.delete-output {
+		width: 26px;
+		padding: 0;
+		justify-content: center;
+		color: var(--err);
+		background: transparent;
+		border-color: transparent;
+	}
+	.canvas-btn:disabled,
+	.canvas-btn[aria-disabled='true'] {
+		opacity: 0.45;
+		cursor: not-allowed;
+	}
+	.canvas-btn:hover {
+		color: var(--text);
+		background: var(--bg-3);
+	}
+	.canvas-btn[aria-pressed='true'],
+	.play-button {
+		color: var(--accent);
+		border-color: var(--accent-line);
+	}
+	.stage {
+		grid-row: 2;
+		min-height: 0;
+		min-width: 0;
+		position: relative;
+		overflow: hidden;
+	}
+	.stage-media {
+		position: absolute;
+		inset: 0;
+		padding: 0;
+		display: grid;
+		place-items: center;
+		min-height: 0;
+	}
+	.print {
+		position: relative;
+		display: grid;
+		grid-template: minmax(0, 1fr) / minmax(0, 1fr);
+		width: 100%;
+		height: 100%;
+		min-height: 0;
+		min-width: 0;
+		border: 0;
+		padding: 0;
+		background: none;
+		box-shadow: none;
+	}
+	.big-play {
+		position: absolute;
+		left: 50%;
+		top: 50%;
+		transform: translate(-50%, -50%);
+		width: 64px;
+		height: 64px;
+		border-radius: 50%;
+		border: 1px solid var(--on-media-line);
+		color: var(--on-media);
+		background: var(--media-scrim);
+		font-size: 26px;
+		cursor: pointer;
+	}
+	.print img,
+	.print video {
+		width: 100%;
+		height: 100%;
+		max-width: 100%;
+		max-height: 100%;
+		min-height: 0;
+		min-width: 0;
+		object-fit: contain;
+		display: block;
+	}
+	.print :global(.a-fix) {
+		display: none;
+	}
+	.stage-empty {
+		display: flex;
+		flex-direction: column;
+		align-items: center;
+		justify-content: center;
+		height: 100%;
+		gap: 12px;
+		font-size: 14px;
+		color: var(--text-2);
+	}
+	.stage-empty .sub {
+		color: var(--text-3);
+		font-size: 11px;
+		text-align: center;
+		max-width: 480px;
+		overflow-wrap: anywhere;
+	}
+	.stage-bar {
+		width: 200px;
+	}
+	.comparison-layer {
+		position: absolute;
+		inset: 0;
+		background: var(--bg-0);
+		pointer-events: none;
+	}
+	.comparison-divider {
+		position: absolute;
+		top: 0;
+		bottom: 0;
+		width: 2px;
+		background: var(--accent);
+		pointer-events: none;
+	}
+	.artboard-footer {
+		grid-row: 3;
+		justify-content: center;
+		gap: 6px;
+		padding: 0;
+		font-size: 10px;
+		color: var(--text-3);
+	}
+	.result-spec {
+		margin-left: auto;
+	}
+	.compare-slider {
+		display: flex;
+		align-items: center;
+		gap: 8px;
+		font-size: 10px;
+	}
+	.compare-slider input {
+		width: 120px;
+		accent-color: var(--accent);
+	}
+	.output-picker {
+		position: absolute;
+		bottom: 8px;
+		left: 50%;
+		transform: translateX(-50%);
+		display: flex;
+		gap: 4px;
+		max-width: 90%;
+		overflow: auto;
+		background: var(--media-scrim);
+		border: 1px solid var(--line);
+		padding: 4px;
+		border-radius: 8px;
+	}
+	.output-picker button {
+		background: none;
+		border: 0;
+		color: var(--text-3);
+		font-size: 10px;
+		padding: 4px 8px;
+		cursor: pointer;
+		border-radius: 4px;
+	}
+	.output-picker button[aria-pressed='true'] {
+		background: var(--accent-soft);
+		color: var(--accent);
+	}
+	.detail-actions,
+	.detail-meta,
+	.inputs {
+		display: flex;
+		flex-wrap: wrap;
+		gap: 10px;
+		margin-bottom: 16px;
+	}
+	.detail-meta {
+		color: var(--text-3);
+		font-size: 11px;
+	}
+	.section-title {
+		font-size: 12px;
+		color: var(--text-3);
+		margin: 20px 0 10px;
+	}
+	.mini {
+		width: 60px;
+		height: 60px;
+		object-fit: cover;
+		border-radius: 8px;
+		background: var(--surface);
+	}
+	.mini.glyph {
+		display: grid;
+		place-items: center;
+	}
+	.prompt {
+		white-space: pre-wrap;
+		overflow-wrap: anywhere;
+		padding: 16px;
+		border: 1px solid var(--line);
+		border-radius: 10px;
+		background: var(--bg-2);
+		max-height: 260px;
+		overflow: auto;
+	}
+	.kv {
+		display: grid;
+		grid-template-columns: 90px minmax(0, 1fr);
+		font-size: 12px;
+		gap: 8px;
+	}
+	.kv dt {
+		color: var(--text-3);
+	}
+	.kv dd {
+		margin: 0;
+		overflow-wrap: anywhere;
+	}
+	.error-note {
+		color: var(--warn);
+	}
+	@media (max-width: 1100px) {
+		.result-title small {
+			display: none;
+		}
+		.stage-media {
+			padding: 8px 12px;
+		}
+	}
+</style>

calliope-web/src/lib/components/desk/DeskWorkflowRail.svelte

@@ -0,0 +1,629 @@
+<script lang="ts">
+	import { onMount, untrack } from 'svelte';
+	import { goto } from '$app/navigation';
+	import { createMutation, useQueryClient } from '@tanstack/svelte-query';
+	import { workflows, apiErrorMessage } from '$lib/api';
+	import type { WorkflowMeta } from '$lib/comfy/types';
+	import { usageLabel } from '$lib/components/generate/schema';
+	import { spotlight } from '$lib/actions/spotlight';
+	import { toast } from '$lib/toast';
+	import Icon from '$lib/components/ui/Icon.svelte';
+	let {
+		kind,
+		initialUsage = 'all',
+		metas,
+		selectedId,
+		pendingCount,
+		onPick,
+		onKind,
+		onDetails,
+		disabled = false,
+		historyCollapsed = false,
+		onToggleHistory,
+	}: {
+		disabled?: boolean;
+		historyCollapsed?: boolean;
+		onToggleHistory: () => void;
+		kind: 'image' | 'video';
+		initialUsage?: string;
+		metas: WorkflowMeta[];
+		selectedId: number | null;
+		pendingCount: number;
+		onPick: (id: number) => void;
+		onKind: (kind: 'image' | 'video') => void;
+		onDetails: () => void;
+	} = $props();
+	let searchInput: HTMLInputElement;
+	let searchOrigin: HTMLElement | null = null;
+	function searchKeydown(e: KeyboardEvent) {
+		if (e.defaultPrevented || e.isComposing || e.keyCode === 229) return;
+		if (
+			[
+				...document.querySelectorAll('.shell-pop, .modal, [role="dialog"]'),
+			].some((el) => el.getClientRects().length)
+		)
+			return;
+		if (e.key === 'Escape' && e.target === searchInput) {
+			e.preventDefault();
+			const origin = searchOrigin?.isConnected
+				? searchOrigin
+				: searchInput.closest('aside')?.querySelector('button');
+			if (origin instanceof HTMLElement) origin.focus();
+			else searchInput.blur();
+			return;
+		}
+		const el = e.target instanceof HTMLElement ? e.target : null;
+		if (
+			e.key !== '/' ||
+			e.ctrlKey ||
+			e.metaKey ||
+			e.altKey ||
+			el?.isContentEditable ||
+			el?.closest(
+				'input, textarea, select, [contenteditable]:not([contenteditable="false"])',
+			) ||
+			!searchInput?.getClientRects().length
+		)
+			return;
+		e.preventDefault();
+		searchInput.focus();
+	}
+	const client = useQueryClient();
+	let search = $state(''),
+		usage = $state(untrack(() => initialUsage)),
+		family = $state('all'),
+		favOnly = $state(false),
+		runnableOnly = $state(true),
+		limit = $state(48),
+		pins = $state<number[]>([]);
+	onMount(() => {
+		try {
+			pins = JSON.parse(
+				localStorage.getItem('calliope.reference.workflowPins') || '[]',
+			);
+		} catch {
+			pins = [];
+		}
+	});
+	const families = $derived([
+		...new Set(metas.map((m) => m.model_family).filter(Boolean)),
+	]);
+	const usages = $derived([
+		...new Set(metas.map((m) => m.usage).filter(Boolean)),
+	]);
+	const filtered = $derived(
+		metas
+			.filter(
+				(m) =>
+					(!runnableOnly || runnable(m)) &&
+					(!favOnly || m.favorite) &&
+					(usage === 'all' || m.usage === usage) &&
+					(family === 'all' || m.model_family === family) &&
+					[
+						m.name,
+						m.description,
+						m.source_path,
+						m.usage ? usageLabel(m.usage) : null,
+						m.model_family,
+						...(m.tags ?? []),
+					]
+						.join(' ')
+						.toLowerCase()
+						.includes(search.trim().toLowerCase()),
+			)
+			.sort(
+				(a, b) =>
+					Number(pins.includes(b.id)) - Number(pins.includes(a.id)) ||
+					Number(b.favorite) - Number(a.favorite) ||
+					(a.model_family ?? '本地工作流').localeCompare(
+						b.model_family ?? '本地工作流',
+						'zh',
+					) ||
+					a.name.localeCompare(b.name, 'zh'),
+			),
+	);
+	$effect(() => {
+		void search;
+		void usage;
+		void family;
+		void favOnly;
+		limit = 48;
+	});
+	$effect(() => {
+		const index = filtered.findIndex((m) => m.id === selectedId);
+		if (index >= limit) limit = index + 24;
+	});
+	function runnable(m: WorkflowMeta) {
+		return m.is_enabled && !!m.usage && !m.needs_mapping;
+	}
+	function choose(m: WorkflowMeta) {
+		if (runnable(m)) onPick(m.id);
+		else void goto('/workflows?manage=1&wf=' + m.id);
+	}
+	function pin(id: number) {
+		pins = pins.includes(id) ? pins.filter((p) => p !== id) : [...pins, id];
+		try {
+			localStorage.setItem(
+				'calliope.reference.workflowPins',
+				JSON.stringify(pins),
+			);
+		} catch {
+			/* Pins remain usable this visit. */
+		}
+	}
+	const favorite = createMutation({
+		mutationFn: (m: WorkflowMeta) =>
+			workflows.update(m.id, { favorite: !m.favorite }),
+		onSuccess: () => client.invalidateQueries({ queryKey: ['workflows-meta'] }),
+		onError: (e) => toast.error(apiErrorMessage(e)),
+	});
+</script>
+
+<svelte:window onkeydown={searchKeydown} />
+
+<aside class="workflow-rail" aria-label="创作工作流列表">
+	<header>
+		<strong>创作台</strong><button
+			class="history-toggle a-btn ghost sm"
+			onclick={onToggleHistory}
+			aria-label={historyCollapsed ? '展开历史栏' : '收起历史栏'}
+			aria-expanded={!historyCollapsed}>◫</button
+		>
+	</header>
+	<div class="rail-tools">
+		<div class="kind-tabs" role="tablist" aria-label="创作类型">
+			<button
+				role="tab"
+				aria-selected={kind === 'image'}
+				{disabled}
+				onclick={() => onKind('image')}>图片</button
+			>
+			<button
+				role="tab"
+				aria-selected={kind === 'video'}
+				{disabled}
+				onclick={() => onKind('video')}>视频</button
+			>
+		</div>
+		<div class="rail-search">
+			<Icon name="search" size={14} />
+			<input
+				type="search"
+				bind:this={searchInput}
+				onfocus={(e) => {
+					searchOrigin =
+						e.relatedTarget instanceof HTMLElement ? e.relatedTarget : null;
+				}}
+				bind:value={search}
+				aria-label="搜索工作流"
+				placeholder="搜用途、模型或文件名"
+			/>
+			<kbd>/</kbd>
+		</div>
+		<div class="filters" role="group" aria-label="筛选工作流用途">
+			<button aria-pressed={usage === 'all'} onclick={() => (usage = 'all')}
+				>全部</button
+			>
+			{#each usages as u}<button
+					aria-pressed={usage === u}
+					onclick={() => (usage = u!)}>{usageLabel(u!)}</button
+				>{/each}
+			<button aria-pressed={favOnly} onclick={() => (favOnly = !favOnly)}
+				>☆ 收藏</button
+			>
+		</div>
+		{#if families.length}<div
+				class="filters"
+				role="group"
+				aria-label="筛选模型家族"
+			>
+				<button aria-pressed={family === 'all'} onclick={() => (family = 'all')}
+					>全部模型</button
+				>
+				{#each families as f}<button
+						aria-pressed={family === f}
+						onclick={() => (family = f!)}>{f}</button
+					>{/each}
+			</div>{/if}
+		<div class="list-meta">
+			<span title="目录接口不提供仓库文件总数"
+				>{filtered.length} 个 · 仓库文件数未知</span
+			>
+			<label class="runnable-filter"
+				><input type="checkbox" bind:checked={runnableOnly} />仅可运行</label
+			>
+		</div>
+	</div>
+	<div class="rail-list">
+		{#each filtered.slice(0, limit) as m, index (m.id)}
+			{#if index === 0 || pins.includes(m.id) !== pins.includes(filtered[index - 1].id) || (!pins.includes(m.id) && m.model_family !== filtered[index - 1].model_family)}<div
+					class="family-label"
+				>
+					{pins.includes(m.id) ? '置顶工作流' : m.model_family || '本地工作流'}
+				</div>{/if}
+			<div
+				class="workflow-row reference-option"
+				use:spotlight
+				class:selected={selectedId === m.id}
+			>
+				<button
+					class="workflow-pick"
+					{disabled}
+					onclick={() => choose(m)}
+					aria-pressed={selectedId === m.id}
+					title={m.name}
+					><i class:video={kind === 'video'}
+						>{m.model_family?.slice(0, 3) || (kind === 'image' ? '◈' : '▷')}</i
+					><span
+						><b>{m.name}</b>{#if !runnable(m)}<small class="pending"
+								>待配置 · 映射 / 测试 →</small
+							>{/if}<small
+							>{m.description ||
+								(m.usage ? usageLabel(m.usage) : '本地 ComfyUI')}</small
+						></span
+					></button
+				>
+				<div class="row-actions">
+					<button
+						class:pressed={pins.includes(m.id)}
+						aria-pressed={pins.includes(m.id)}
+						aria-label={(pins.includes(m.id) ? '取消置顶' : '置顶') + m.name}
+						onclick={() => pin(m.id)}>⌖</button
+					><button
+						aria-pressed={!!m.favorite}
+						aria-label={(m.favorite ? '取消收藏' : '收藏') + m.name}
+						disabled={$favorite.isPending}
+						onclick={() => $favorite.mutate(m)}>{m.favorite ? '★' : '☆'}</button
+					>
+				</div>
+			</div>{/each}
+		{#if !filtered.length}<p class="empty">
+				没有符合条件的工作流。可以清空搜索或更改筛选。
+			</p>{/if}
+		{#if filtered.length > limit}<button
+				class="more"
+				onclick={() => (limit += 48)}
+				>再显示 {Math.min(filtered.length - limit, 48)} 个</button
+			>{/if}
+	</div>
+	<footer>
+		{#if pendingCount}<a href="/workflows?manage=1"
+				>{pendingCount} 个工作流待配置 →</a
+			>{/if}<button class="manage" data-workflow-details onclick={onDetails}
+			><span>＋</span>
+			<div>工作流说明与管理<small>输入要求 / 导入 / 分类</small></div>
+			<b>›</b></button
+		><a href="/models">云端模型与接口 ↗</a>
+	</footer>
+</aside>
+
+<style>
+	.workflow-rail {
+		box-sizing: border-box;
+		width: var(--list);
+		flex-shrink: 0;
+		display: flex;
+		flex-direction: column;
+		min-height: 0;
+		background: var(--bg-1);
+		border-right: 1px solid var(--line);
+	}
+	.workflow-rail > header {
+		padding: 12px 12px 0;
+		height: var(--desk-rail-title-height);
+		box-sizing: border-box;
+		flex-shrink: 0;
+		display: flex;
+		align-items: center;
+		justify-content: space-between;
+	}
+	header strong {
+		font-size: 14px;
+		font-weight: 600;
+		display: block;
+	}
+	.rail-tools {
+		padding: var(--desk-rail-gap) 12px;
+		border-bottom: 1px solid var(--line);
+	}
+	.kind-tabs {
+		display: flex;
+		gap: 2px;
+		padding: 3px;
+		height: 36px;
+		box-sizing: border-box;
+		border: 1px solid var(--line);
+		border-radius: var(--desk-seg-radius);
+		background: var(--well);
+	}
+	.kind-tabs button {
+		flex: 1;
+		height: 28px;
+		padding: 0 12px;
+		font-size: 12.5px;
+		border: 0;
+		border-radius: var(--desk-seg-selected-radius);
+		background: transparent;
+		color: var(--tx-2);
+		cursor: pointer;
+	}
+	.kind-tabs [aria-selected='true'] {
+		background: var(--bg-3);
+		box-shadow: var(--sh-1);
+		color: var(--tx-1);
+	}
+	.kind-tabs button:disabled {
+		cursor: wait;
+	}
+	.rail-search {
+		display: flex;
+		align-items: center;
+		gap: 8px;
+		margin-top: var(--desk-rail-gap);
+		height: var(--desk-search-height);
+		box-sizing: border-box;
+		font-size: var(--desk-search-size);
+		padding: 0 10px;
+		background: var(--well);
+		border: 1px solid var(--line-2);
+		border-radius: var(--desk-search-radius);
+		color: var(--text);
+	}
+	.rail-search input {
+		min-width: 0;
+		flex: 1;
+		padding: 0;
+		border: 0;
+		background: none;
+		color: inherit;
+		font: inherit;
+		outline: none;
+	}
+	.rail-search kbd {
+		font: var(--desk-search-key-font);
+		padding: var(--desk-search-key-padding);
+		border-radius: var(--desk-search-key-radius);
+		border: 1px solid var(--line-2);
+		color: var(--tx-3);
+		background: var(--bg-1);
+	}
+	.rail-search:focus-within {
+		border-color: var(--scene);
+	}
+	.filters {
+		display: flex;
+		flex-wrap: wrap;
+		gap: 6px;
+		margin-top: 8px;
+	}
+	.filters button {
+		height: var(--desk-filter-height);
+		padding: 0 9px;
+		font-size: var(--desk-filter-size);
+		border-radius: var(--desk-filter-radius);
+		border: 1px solid var(--line);
+		background: var(--bg-2);
+		color: var(--tx-2);
+		cursor: pointer;
+	}
+	.filters button[aria-pressed='true'] {
+		color: var(--tx-1);
+		border-color: color-mix(in srgb, var(--scene) 60%, transparent);
+		background: color-mix(in srgb, var(--scene) 13%, var(--bg-2));
+	}
+	.runnable-filter {
+		display: flex;
+		align-items: center;
+		gap: 6px;
+		white-space: nowrap;
+		cursor: pointer;
+	}
+	.runnable-filter input {
+		margin: 0;
+		appearance: none;
+		width: var(--desk-switch-width);
+		height: var(--desk-switch-height);
+		border: 0;
+		border-radius: var(--r-pill);
+		background: var(--bg-4);
+		position: relative;
+		cursor: pointer;
+		flex-shrink: 0;
+	}
+	.runnable-filter input::after {
+		content: '';
+		position: absolute;
+		left: 2px;
+		top: 2px;
+		width: var(--desk-switch-knob);
+		height: var(--desk-switch-knob);
+		border-radius: 50%;
+		background: var(--tx-2);
+		transition: transform var(--t-base);
+	}
+	.runnable-filter input:checked {
+		background: color-mix(in srgb, var(--scene) 55%, var(--bg-4));
+	}
+	.runnable-filter input:checked::after {
+		transform: translateX(11px);
+		background: var(--on-media);
+	}
+	.pending {
+		color: var(--warn);
+	}
+	.list-meta {
+		display: flex;
+		flex-wrap: wrap;
+		align-items: center;
+		justify-content: space-between;
+		gap: 6px;
+		padding: 8px 2px 0;
+		font-size: var(--desk-filter-size);
+		color: var(--tx-3);
+	}
+	.family-label {
+		font-size: 11px;
+		color: var(--tx-3);
+		padding: 8px;
+	}
+	.rail-list {
+		flex: 1;
+		min-height: 0;
+		overflow: auto;
+		padding: 0 8px 8px;
+		scrollbar-gutter: stable;
+	}
+	.workflow-row {
+		border: 1px solid transparent;
+		position: relative;
+		display: flex;
+		align-items: center;
+		border-radius: 10px;
+		margin: 2px 0;
+	}
+	.workflow-row.selected {
+		border-color: color-mix(in srgb, var(--scene) 35%, transparent);
+		background: linear-gradient(
+			90deg,
+			color-mix(in srgb, var(--scene) 12%, var(--bg-3)),
+			var(--bg-3)
+		);
+	}
+	.workflow-row.selected::before {
+		content: '';
+		width: 3px;
+		height: 22px;
+		position: absolute;
+		left: 0;
+		background: var(--scene);
+		border-radius: 3px;
+	}
+	.workflow-pick {
+		display: flex;
+		align-items: center;
+		gap: 9px;
+		padding: 9px 8px;
+		min-height: 55px;
+		width: 100%;
+		min-width: 0;
+		text-align: left;
+		border: 0;
+		background: none;
+		color: var(--text);
+		cursor: pointer;
+	}
+	.workflow-pick i {
+		display: grid;
+		place-items: center;
+		width: 32px;
+		height: 32px;
+		flex-shrink: 0;
+		border-radius: 9px;
+		border: 1px solid var(--line-2);
+		color: var(--scene);
+		background: var(--bg-3);
+		font-size: 16px;
+		font-style: normal;
+	}
+	.workflow-pick > span {
+		min-width: 0;
+		flex: 1;
+	}
+	.workflow-pick b {
+		display: block;
+		font-size: 12px;
+		font-weight: 550;
+		white-space: nowrap;
+		overflow: hidden;
+		text-overflow: ellipsis;
+		margin-bottom: 4px;
+	}
+	.workflow-pick small {
+		display: block;
+		font-size: 10px;
+		white-space: nowrap;
+		overflow: hidden;
+		text-overflow: ellipsis;
+		color: var(--text-3);
+	}
+	.row-actions {
+		display: flex;
+		gap: 2px;
+		padding-right: 4px;
+		flex-shrink: 0;
+	}
+	.row-actions button {
+		opacity: 0;
+		padding: 2px;
+		height: 24px;
+		width: 20px;
+		border: 0;
+		color: var(--text-3);
+		background: none;
+		font-size: 12px;
+		cursor: pointer;
+	}
+	.row-actions button[aria-pressed='true'] {
+		color: var(--warn);
+		opacity: 1;
+	}
+	.workflow-row:hover .row-actions button,
+	.workflow-row:focus-within .row-actions button {
+		opacity: 1;
+	}
+	.workflow-row:hover {
+		background-color: var(--bg-2);
+	}
+	.empty {
+		color: var(--text-3);
+		font-size: 11px;
+		padding: 12px;
+	}
+	.more {
+		width: 100%;
+		padding: 8px;
+		background: none;
+		border: 1px solid var(--line);
+		color: var(--text-3);
+		border-radius: 6px;
+		font-size: 11px;
+		cursor: pointer;
+	}
+	footer {
+		padding: 12px;
+		display: grid;
+		gap: 6px;
+		border-top: 1px solid var(--line);
+	}
+	footer a,
+	.manage {
+		font-size: 11px;
+		color: var(--text-3);
+		text-decoration: none;
+	}
+	.manage {
+		text-align: left;
+		display: flex;
+		align-items: center;
+		gap: 7px;
+		background: none;
+		border: 0;
+		padding: 7px 8px;
+		cursor: pointer;
+	}
+	.manage small {
+		display: none;
+	}
+	.manage b {
+		margin-left: auto;
+	}
+	button:disabled {
+		opacity: 0.5;
+		cursor: wait;
+	}
+	@media (max-width: 1100px) {
+		.workflow-rail {
+			width: var(--list);
+		}
+	}
+</style>

calliope-web/src/lib/components/desk/HistoryRail.svelte

@@ -0,0 +1,157 @@
+<script lang="ts">
+	import { assetUrl } from '$lib/api';
+	import { jobStatusInfo } from '$lib/jobStatus';
+	import { isVideoOutput } from '../generate/takes';
+	import type { Job } from '$lib/comfy/types';
+	let {
+		jobs,
+		selectedId,
+		onSelect,
+		onExpand,
+		collapsed = false,
+	}: {
+		collapsed?: boolean;
+		jobs: Job[];
+		selectedId: number | null;
+		onSelect: (job: Job) => void;
+		onExpand: () => void;
+	} = $props();
+	const sorted = $derived([...jobs].sort((a, b) => b.id - a.id));
+</script>
+
+<aside class="history-rail" class:collapsed aria-label="生成历史">
+	<header>历史</header>
+	{#if !collapsed}
+		<div class="history-list">
+			{#each sorted as job (job.id)}
+				{@const status = jobStatusInfo(job)}
+				<button
+					class="history-take"
+					class:selected={selectedId === job.id}
+					onclick={() => onSelect(job)}
+					aria-label={'查看历史 #' + job.id + ' · ' + status.label}
+					aria-pressed={selectedId === job.id}
+				>
+					<div class="thumb">
+						{#if job.output_paths[0] && status.tone === 'ok'}
+							{#if isVideoOutput(job, job.output_paths[0])}<span
+									class="video-mark">▷</span
+								><video
+									src={assetUrl(job.output_paths[0])}
+									muted
+									preload="metadata"
+									aria-label="视频缩略图"
+								></video>
+							{:else}<img
+									src={assetUrl(job.output_paths[0])}
+									alt=""
+									loading="lazy"
+								/>{/if}
+						{:else}<span class:failed={status.tone === 'fail'}
+								>{status.label}</span
+							>{/if}
+					</div>
+					<small>#{job.id}</small>
+				</button>
+			{/each}
+			{#if !sorted.length}<p>生成后<br />记录留在这里</p>{/if}
+		</div>
+		<footer><button onclick={onExpand}>全部记录</button></footer>
+	{/if}
+</aside>
+
+<style>
+	.history-rail {
+		box-sizing: border-box;
+		width: var(--hist);
+		flex-shrink: 0;
+		display: flex;
+		flex-direction: column;
+		min-height: 0;
+		border-left: 1px solid var(--line);
+		background: var(--bg-1);
+	}
+	.history-rail.collapsed {
+		width: 0;
+		border: 0;
+		overflow: hidden;
+		visibility: hidden;
+	}
+	header {
+		height: var(--head);
+		display: grid;
+		place-items: center;
+		flex-shrink: 0;
+		border-bottom: 1px solid var(--line);
+	}
+	button {
+		font: inherit;
+		font-size: 11px;
+		background: none;
+		color: var(--tx-2);
+		border: 0;
+		cursor: pointer;
+	}
+	.history-list {
+		flex: 1;
+		min-height: 0;
+		overflow: auto;
+		padding: 8px 6px;
+	}
+	.history-take {
+		display: block;
+		width: 100%;
+		padding: 3px;
+		margin-bottom: 8px;
+		border: 1px solid transparent;
+		border-radius: var(--r-sm);
+	}
+	.history-take.selected {
+		border-color: var(--scene);
+		background: color-mix(in srgb, var(--scene) 10%, transparent);
+	}
+	.thumb {
+		position: relative;
+		aspect-ratio: 1;
+		display: grid;
+		place-items: center;
+		background: var(--bg-0);
+		border-radius: var(--r-xs);
+		overflow: hidden;
+		font-size: 10px;
+	}
+	img,
+	video {
+		width: 100%;
+		height: 100%;
+		object-fit: contain;
+		position: absolute;
+		inset: 0;
+	}
+	.video-mark {
+		position: absolute;
+		z-index: 1;
+		color: var(--on-media);
+		font-size: 24px;
+		text-shadow: 0 1px 6px var(--media-scrim);
+	}
+	.failed {
+		color: var(--err);
+	}
+	small {
+		font-family: var(--mono);
+		font-size: 10px;
+		color: var(--tx-3);
+	}
+	p {
+		text-align: center;
+		font-size: 10px;
+		color: var(--tx-3);
+		line-height: 1.7;
+	}
+	footer {
+		padding: 10px 2px;
+		text-align: center;
+		border-top: 1px solid var(--line);
+	}
+</style>

calliope-web/src/lib/components/desk/InputRequirementBadge.svelte

@@ -0,0 +1,79 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import type { WorkflowMediaIO } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+
+	/**
+	 * 输入要求徽标 (HEL-683)：一个工作流真实声明 的进出媒介，
+	 * 来自 S2 元数据——图标+文字双编码，只报真实接线，不虚构输入。
+	 */
+	interface Props {
+		io: WorkflowMediaIO | null | undefined;
+		/** Compact form for row summaries (no out side when empty-in). */
+		compact?: boolean;
+	}
+
+	let { io, compact = false }: Props = $props();
+
+	type Medium = 'image' | 'video' | 'audio';
+
+	const LABELS: Record<Medium, string> = {
+		image: 'wl.mediaImage',
+		video: 'wl.mediaVideo',
+		audio: 'wl.mediaAudio',
+	};
+
+	const inList = $derived(((io?.in ?? []) as Medium[]).filter((m) => m in LABELS));
+	const outList = $derived(((io?.out ?? []) as Medium[]).filter((m) => m in LABELS));
+</script>
+
+{#if inList.length || outList.length}
+	<span class="req" aria-label={t('desk.bayReqAria')}>
+		{#each inList as m (m)}
+			<span class="pill in" title="{t(LABELS[m])} · {t('wl.mediaIn')}">
+				<Icon name={m === 'image' ? 'image' : m === 'video' ? 'film' : 'music'} size={12} />
+				{#if !compact}<span class="lbl">{t(LABELS[m])}</span>{/if}
+			</span>
+		{/each}
+		{#if inList.length && outList.length}<span class="arrow">→</span>{/if}
+		{#each outList as m (m)}
+			<span class="pill out" title="{t(LABELS[m])} · {t('wl.mediaOut')}">
+				<Icon name={m === 'image' ? 'image' : m === 'video' ? 'film' : 'music'} size={12} />
+				{#if !compact}<span class="lbl">{t(LABELS[m])}</span>{/if}
+			</span>
+		{/each}
+	</span>
+{:else if !compact}
+	<span class="pill none" title={t('desk.promptOnly')}><span class="lbl">{t('desk.promptOnly')}</span></span>
+{/if}
+
+<style>
+	.req {
+		display: inline-flex;
+		align-items: center;
+		gap: 3px;
+		flex-wrap: wrap;
+	}
+	.pill {
+		display: inline-flex;
+		align-items: center;
+		gap: 3px;
+		height: 18px;
+		padding: 0 5px;
+		border-radius: var(--r-sm);
+		background: var(--bg-4);
+		color: var(--text-2);
+		font-size: var(--fs-mini);
+		white-space: nowrap;
+	}
+	.pill.in {
+		color: var(--text);
+	}
+	.pill.none .lbl {
+		color: var(--text-3);
+	}
+	.arrow {
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+	}
+</style>

calliope-web/src/lib/components/desk/LibraryFilters.svelte

@@ -0,0 +1,124 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import { t } from '$lib/i18n.svelte';
+
+	/**
+	 * 挑选台筛选行 (HEL-683)：搜索框 + 本机/云端来源分段 + 仅收藏开关。
+	 * 云端分段是诚实的占位——云端生成能力尚未接入，切过去只看到说明。
+	 */
+	interface Props {
+		search: string;
+		source: 'local' | 'cloud';
+		favOnly: boolean;
+		resultHint: string;
+		searchEl?: HTMLInputElement | null;
+		onSetSearch: (v: string) => void;
+		onSetSource: (s: 'local' | 'cloud') => void;
+		onToggleFav: () => void;
+	}
+
+	let {
+		search,
+		source,
+		favOnly,
+		resultHint,
+		searchEl = $bindable(null),
+		onSetSearch,
+		onSetSource,
+		onToggleFav,
+	}: Props = $props();
+</script>
+
+<div class="filters">
+	<div class="search">
+		<Icon name="search" size={14} />
+		<input
+			bind:this={searchEl}
+			class="search-input"
+			type="search"
+			value={search}
+			placeholder={t('desk.baySearchPh')}
+			aria-label={t('desk.baySearchPh')}
+			aria-keyshortcuts="/"
+			oninput={(e) => onSetSearch(e.currentTarget.value)}
+		/>
+	</div>
+	<div class="a-seg source" role="group" aria-label={t('desk.baySourceLabel')}>
+		<button type="button" aria-pressed={source === 'local'} onclick={() => onSetSource('local')}>
+			{t('desk.baySourceLocal')}
+		</button>
+		<button type="button" aria-pressed={source === 'cloud'} onclick={() => onSetSource('cloud')}>
+			{t('desk.baySourceCloud')}
+		</button>
+	</div>
+	<button
+		type="button"
+		class="a-chip fav"
+		class:on={favOnly}
+		aria-pressed={favOnly}
+		title={t('desk.bayFavOnly')}
+		onclick={onToggleFav}
+	>
+		<Icon name="star" size={13} />
+		<span class="lbl">{t('desk.bayFavOnly')}</span>
+	</button>
+	<span class="hint">{resultHint}</span>
+</div>
+
+<style>
+	.filters {
+		display: flex;
+		align-items: center;
+		flex-wrap: wrap;
+		gap: var(--sp-2);
+	}
+	.search {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-3);
+		flex: 1 1 180px;
+		min-width: 0;
+		height: 32px;
+		box-sizing: border-box;
+		padding: 0 var(--sp-3);
+		border: 1px solid var(--line);
+		border-radius: var(--r-md);
+		background: var(--bg-2);
+		color: var(--text-3);
+		transition: border-color var(--d-state) ease;
+	}
+	.search:focus-within {
+		border-color: var(--accent-line);
+	}
+	.search-input {
+		flex: 1;
+		min-width: 0;
+		border: 0;
+		outline: 0;
+		background: transparent;
+		color: var(--text);
+		font: inherit;
+		font-size: var(--fs-section);
+	}
+	.search-input::placeholder {
+		color: var(--text-3);
+	}
+	.source {
+		flex-shrink: 0;
+	}
+	.fav.on {
+		color: var(--accent);
+		background: var(--accent-soft);
+	}
+	.hint {
+		margin-left: auto;
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+		white-space: nowrap;
+	}
+	@media (max-width: 760px) {
+		.hint {
+			display: none;
+		}
+	}
+</style>

calliope-web/src/lib/components/desk/LibraryRow.svelte

@@ -0,0 +1,170 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import type { WorkflowMeta } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import { usageLabel } from '$lib/components/generate/schema';
+	import InputRequirementBadge from './InputRequirementBadge.svelte';
+
+	/**
+	 * 挑选台一行 (HEL-683)：显示名 + 输入要求徽标 + 用途标签 + 端点/收藏
+	 * 标注。当前工作流行带取景框角线；键盘/指针悬停行只是背景高亮。
+	 */
+	interface Props {
+		meta: WorkflowMeta;
+		current: boolean;
+		active: boolean;
+		endpoints: Array<{ id: string; name: string }>;
+		onPick: () => void;
+		onActive: () => void;
+	}
+
+	let { meta, current, active, endpoints, onPick, onActive }: Props = $props();
+
+	const endpointName = $derived(
+		meta.endpoint_id
+			? (endpoints.find((e) => e.id === meta.endpoint_id)?.name ?? t('desk.wfDefaultConn'))
+			: t('desk.wfDefaultConn'),
+	);
+</script>
+
+<button
+	type="button"
+	class="row"
+	class:active
+	class:current
+	role="option"
+	aria-selected={active ? 'true' : undefined}
+	aria-current={current ? 'true' : undefined}
+	onclick={onPick}
+	onpointermove={onActive}
+	onfocus={onActive}
+>
+	<span class="main">
+		<span class="name">
+			{#if meta.favorite}<span class="fav"><Icon name="star" size={11} /></span>{/if}
+			<span class="name-txt">{meta.name}</span>
+			{#if current}<span class="cur-mark">{t('desk.wfCurrent')}</span>{/if}
+		</span>
+		<span class="sub">
+			<span class="a-tag">{usageLabel(meta.usage!)}</span>
+			<InputRequirementBadge io={meta.media_io} compact />
+		</span>
+	</span>
+	<span class="side">
+		<span class="conn" title="{t('studio.connLabel')}：{endpointName}">{endpointName}</span>
+	</span>
+</button>
+
+<style>
+	.row {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-3);
+		width: 100%;
+		box-sizing: border-box;
+		padding: var(--sp-3) var(--sp-4);
+		border: 0;
+		border-radius: var(--r-md);
+		background: none;
+		color: var(--text);
+		font: inherit;
+		text-align: left;
+		cursor: pointer;
+		/* 长列表性能：视口外的行不参与布局/绘制。 */
+		content-visibility: auto;
+		contain-intrinsic-size: auto 52px;
+		transition: background-color var(--d-state) ease;
+	}
+	.row:hover,
+	.row.active {
+		background: var(--bg-3);
+	}
+	.row:focus-visible {
+		outline: none;
+		background: var(--bg-3);
+		box-shadow: 0 0 0 1px var(--accent-line);
+	}
+	.main {
+		display: grid;
+		gap: 3px;
+		flex: 1;
+		min-width: 0;
+	}
+	.name {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-2);
+		min-width: 0;
+	}
+	.name-txt {
+		overflow: hidden;
+		text-overflow: ellipsis;
+		white-space: nowrap;
+		font-weight: 500;
+	}
+	.fav {
+		display: inline-flex;
+		flex-shrink: 0;
+		color: var(--accent);
+	}
+	.cur-mark {
+		flex-shrink: 0;
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+	}
+	.sub {
+		display: flex;
+		align-items: center;
+		flex-wrap: wrap;
+		gap: var(--sp-1);
+	}
+	.side {
+		flex-shrink: 0;
+	}
+	.conn {
+		max-width: 120px;
+		overflow: hidden;
+		text-overflow: ellipsis;
+		white-space: nowrap;
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+	}
+	/* 当前工作流：取景框角线（HEL-680 的内容级选中语言）。 */
+	.row.current {
+		position: relative;
+	}
+	.row.current::after {
+		content: '';
+		position: absolute;
+		inset: 2px;
+		pointer-events: none;
+		background-image:
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0);
+		background-position:
+			left top,
+			left top,
+			right top,
+			right top,
+			left bottom,
+			left bottom,
+			right bottom,
+			right bottom;
+		background-size:
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px);
+		background-repeat: no-repeat;
+	}
+</style>

calliope-web/src/lib/components/desk/ResultRail.svelte

@@ -0,0 +1,150 @@
+<script lang="ts">
+	import { assetUrl } from '$lib/api';
+	import type { Job } from '$lib/comfy/types';
+	import { jobStatusInfo } from '$lib/jobStatus';
+	import { parseDbTs } from '$lib/dbtime';
+	import { missingOutputsOf, markOutputMissing } from '$lib/missingOutputs.svelte';
+	let {
+		jobs,
+		selectedId,
+		onSelect,
+		onHistory,
+		nameOf,
+	}: {
+		jobs: Job[];
+		selectedId: number | null;
+		onSelect: (job: Job) => void;
+		onHistory: () => void;
+		nameOf: (job: Job) => string;
+	} = $props();
+	const sorted = $derived(
+		[...jobs].sort((a, b) => parseDbTs(b.created_at) - parseDbTs(a.created_at)),
+	);
+</script>
+
+<section class="result-rail" aria-label="生成结果记录">
+	<header>
+		<strong>生成记录 <small>{jobs.length}</small></strong><button
+			class="a-btn ghost sm"
+			onclick={onHistory}>全部记录与任务 ↗</button
+		>
+	</header>
+	<div class="rail-items">
+		{#each sorted as job (job.id)}
+			{@const path = job.output_paths.find((p) => !missingOutputsOf(job).includes(p))}
+			{@const status = jobStatusInfo(job)}
+			<button
+				class="result-item"
+				class:selected={job.id === selectedId}
+				aria-pressed={job.id === selectedId}
+				aria-label="查看第 {job.id} 次生成，{status.label}"
+				title="{nameOf(job)} · {job.created_at} · {status.label}"
+				onclick={() => onSelect(job)}
+			>
+				<span class="thumb"
+					>{#if path && job.kind === 'image'}<img
+							src={assetUrl(path)}
+							alt=""
+							loading="lazy"
+							onerror={() => markOutputMissing(path)}
+						/>{:else}<span>{job.kind === 'video' ? '▶' : '✳'}</span>{/if}</span
+				>
+				<span class="record-label">{nameOf(job)}</span>
+				<span class="record-label"
+					>第 {job.id} 次 · {path
+						? status.label
+						: job.status === 'done'
+							? '文件缺失'
+							: status.label}</span
+				>
+			</button>
+		{:else}<p>生成后，结果会保存在这里。</p>{/each}
+	</div>
+</section>
+
+<style>
+	.result-rail {
+		border-top: 1px solid var(--line);
+		padding-top: 8px;
+		min-width: 0;
+		flex-shrink: 0;
+	}
+	header {
+		display: flex;
+		align-items: center;
+		justify-content: space-between;
+		margin-bottom: 6px;
+		gap: 10px;
+	}
+	strong {
+		font-size: 12px;
+	}
+	small {
+		color: var(--text-3);
+		margin-left: 5px;
+		font-weight: 400;
+	}
+	.rail-items {
+		display: flex;
+		gap: 8px;
+		overflow-x: auto;
+		overscroll-behavior: contain;
+		padding-bottom: 5px;
+	}
+	.result-item {
+		width: 122px;
+		flex-shrink: 0;
+		border: 1px solid var(--line);
+		border-radius: 8px;
+		overflow: hidden;
+		padding: 3px;
+		background: var(--surface);
+		cursor: pointer;
+		color: var(--text);
+	}
+	.result-item.selected {
+		border: 2px solid var(--accent);
+		padding: 2px;
+		background: var(--accent-soft);
+	}
+	.thumb {
+		display: grid;
+		place-items: center;
+		height: 48px;
+		background: var(--bg);
+		border-radius: 5px;
+		color: var(--accent);
+		font-size: 20px;
+	}
+	img {
+		width: 100%;
+		height: 48px;
+		object-fit: cover;
+		border-radius: 5px;
+	}
+	.record-label {
+		display: block;
+		font-size: 10px;
+		padding: 5px 3px;
+		white-space: nowrap;
+		overflow: hidden;
+		text-overflow: ellipsis;
+	}
+	p {
+		font-size: 12px;
+		color: var(--text-3);
+		margin: 4px 0;
+	}
+	@media (max-height: 650px) {
+		.rail-items {
+			display: none;
+		}
+		.thumb,
+		img {
+			height: 32px;
+		}
+		.result-item {
+			width: 110px;
+		}
+	}
+</style>

calliope-web/src/lib/components/desk/TaskModeRail.svelte

@@ -0,0 +1,310 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import { USAGE_BY_KIND, type WorkflowMeta, type WorkflowUsage } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import { usageLabel } from '$lib/components/generate/schema';
+
+	/**
+	 * 左栏任务模式 (HEL-683)：该入口可用的任务模式（按真实工作流统计），
+	 * 未覆盖的模式置灰；底部为收藏与最近使用。窄屏退化为横向模式条。
+	 */
+	interface Props {
+		kind: 'image' | 'video';
+		metas: WorkflowMeta[];
+		active: WorkflowUsage | 'all';
+		onSelect: (mode: WorkflowUsage | 'all') => void;
+		onPickWorkflow: (id: number) => void;
+	}
+
+	let { kind, metas, active, onSelect, onPickWorkflow }: Props = $props();
+
+	interface ModeEntry {
+		usage: WorkflowUsage;
+		count: number;
+	}
+	const modes = $derived.by(() => {
+		const counts = new Map<WorkflowUsage, number>();
+		for (const m of metas) {
+			if (!m.usage) continue;
+			counts.set(m.usage, (counts.get(m.usage) ?? 0) + 1);
+		}
+		return USAGE_BY_KIND[kind].map((u) => ({ usage: u, count: counts.get(u) ?? 0 }));
+	});
+
+	const favorites = $derived(
+		metas
+			.filter((m) => m.favorite)
+			.sort((a, b) => (b.last_used_at ?? '').localeCompare(a.last_used_at ?? ''))
+			.slice(0, 5),
+	);
+	const recents = $derived(
+		metas
+			.filter((m) => m.last_used_at && !m.favorite)
+			.sort((a, b) => (b.last_used_at ?? '').localeCompare(a.last_used_at ?? ''))
+			.slice(0, 5),
+	);
+</script>
+
+<nav class="rail" aria-label={t('desk.modeRailAria')}>
+	<p class="rail-label">{t('desk.modeRailTitle')}</p>
+	<div class="modes" role="group" aria-label={t('desk.modeRailTitle')}>
+		<button
+			type="button"
+			class="mode"
+			class:on={active === 'all'}
+			aria-pressed={active === 'all'}
+			onclick={() => onSelect('all')}
+		>
+			<span class="mode-lbl">{t('desk.modeAll')}</span>
+			<span class="mode-n">{metas.length}</span>
+		</button>
+		{#each modes as m (m.usage)}
+			<button
+				type="button"
+				class="mode"
+				class:on={active === m.usage}
+				class:off={m.count === 0}
+				disabled={m.count === 0}
+				aria-pressed={active === m.usage}
+				title={m.count === 0 ? t('desk.modeEmpty') : usageLabel(m.usage)}
+				onclick={() => onSelect(m.usage)}
+			>
+				<span class="mode-lbl">{usageLabel(m.usage)}</span>
+				<span class="mode-n">{m.count}</span>
+			</button>
+		{/each}
+	</div>
+
+	<div class="lists">
+		{#if recents.length}
+			<section class="rail-sec">
+				<p class="rail-label">
+					<Icon name="clock" size={12} />
+					{t('desk.railRecent')}
+				</p>
+				<ul class="pick-list">
+					{#each recents as m (m.id)}
+						<li>
+							<button type="button" class="pick" title={m.name} onclick={() => onPickWorkflow(m.id)}>
+								<span class="pick-name">{m.name}</span>
+							</button>
+						</li>
+					{/each}
+				</ul>
+			</section>
+		{/if}
+		{#if favorites.length}
+			<section class="rail-sec">
+				<p class="rail-label">
+					<Icon name="star" size={12} />
+					{t('desk.railFav')}
+				</p>
+				<ul class="pick-list">
+					{#each favorites as m (m.id)}
+						<li>
+							<button type="button" class="pick" title={m.name} onclick={() => onPickWorkflow(m.id)}>
+								<span class="pick-name">{m.name}</span>
+							</button>
+						</li>
+					{/each}
+				</ul>
+			</section>
+		{/if}
+	</div>
+</nav>
+
+<style>
+	.rail {
+		display: flex;
+		flex-direction: column;
+		min-height: 0;
+		box-sizing: border-box;
+		padding: var(--sp-5) var(--sp-3);
+		border-right: 1px solid var(--line);
+		overflow-y: auto;
+	}
+	.rail-label {
+		display: flex;
+		align-items: center;
+		gap: var(--sp-1);
+		margin: 0 0 var(--sp-2);
+		padding: 0 var(--sp-3);
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+		letter-spacing: 0.05em;
+		white-space: nowrap;
+	}
+	.modes {
+		display: flex;
+		flex-direction: column;
+		gap: 2px;
+	}
+	.mode {
+		display: flex;
+		align-items: center;
+		justify-content: space-between;
+		gap: var(--sp-2);
+		box-sizing: border-box;
+		width: 100%;
+		padding: var(--sp-3) var(--sp-4);
+		border: 0;
+		border-radius: var(--r-md);
+		background: none;
+		color: var(--text-2);
+		font: inherit;
+		font-size: var(--fs-body);
+		text-align: left;
+		cursor: pointer;
+		transition:
+			color var(--d-state) ease,
+			background-color var(--d-state) ease;
+	}
+	.mode:hover:not(:disabled) {
+		background: var(--bg-3);
+		color: var(--text);
+	}
+	.mode:focus-visible {
+		outline: none;
+		box-shadow: 0 0 0 1px var(--accent-line);
+	}
+	.mode.on {
+		background: var(--bg-3);
+		color: var(--text);
+	}
+	/* 取景框角线只标当前模式（HEL-680 内容级选中语言）。 */
+	.mode.on {
+		position: relative;
+	}
+	.mode.on::after {
+		content: '';
+		position: absolute;
+		inset: 2px;
+		pointer-events: none;
+		background-image:
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0);
+		background-position:
+			left top,
+			left top,
+			right top,
+			right top,
+			left bottom,
+			left bottom,
+			right bottom,
+			right bottom;
+		background-size:
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px),
+			var(--frame-arm, 12px) var(--frame-w, 2px),
+			var(--frame-w, 2px) var(--frame-arm, 12px);
+		background-repeat: no-repeat;
+	}
+	.mode.off {
+		color: var(--text-3);
+		opacity: 0.55;
+		cursor: not-allowed;
+	}
+	.mode-n {
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+		font-variant-numeric: tabular-nums;
+	}
+	.lists {
+		display: flex;
+		flex-direction: column;
+		gap: var(--sp-4);
+		margin-top: var(--sp-5);
+		padding-top: var(--sp-4);
+		border-top: 1px solid var(--line);
+	}
+	.rail-sec {
+		min-width: 0;
+	}
+	.pick-list {
+		display: flex;
+		flex-direction: column;
+		gap: 1px;
+		margin: 0;
+		padding: 0;
+		list-style: none;
+	}
+	.pick {
+		display: block;
+		width: 100%;
+		box-sizing: border-box;
+		padding: var(--sp-2) var(--sp-4);
+		border: 0;
+		border-radius: var(--r-sm);
+		background: none;
+		color: var(--text-2);
+		font: inherit;
+		font-size: var(--fs-aux);
+		text-align: left;
+		cursor: pointer;
+		transition:
+			color var(--d-state) ease,
+			background-color var(--d-state) ease;
+	}
+	.pick:hover {
+		background: var(--bg-3);
+		color: var(--text);
+	}
+	.pick:focus-visible {
+		outline: none;
+		box-shadow: 0 0 0 1px var(--accent-line);
+	}
+	.pick-name {
+		display: block;
+		overflow: hidden;
+		text-overflow: ellipsis;
+		white-space: nowrap;
+	}
+
+	/* 窄屏：任务模式退化为横向条，收藏/最近隐藏（挑选台里有同样入口）。 */
+	@media (max-width: 760px) {
+		.rail {
+			flex-direction: row;
+			align-items: center;
+			gap: var(--sp-2);
+			padding: var(--sp-2) var(--sp-4);
+			border-right: 0;
+			border-bottom: 1px solid var(--line);
+			overflow-x: auto;
+			overflow-y: hidden;
+			overscroll-behavior-x: contain;
+		}
+		.rail-label {
+			margin: 0;
+			padding: 0;
+			flex-shrink: 0;
+		}
+		.modes {
+			flex-direction: row;
+			gap: var(--sp-1);
+		}
+		.mode {
+			width: auto;
+			gap: var(--sp-2);
+			padding: var(--sp-2) var(--sp-3);
+			border: 1px solid var(--line);
+			font-size: var(--fs-aux);
+			white-space: nowrap;
+		}
+		.mode.on::after {
+			inset: 1px;
+		}
+		.lists {
+			display: none;
+		}
+	}
+</style>

calliope-web/src/lib/components/desk/WorkflowBay.svelte

@@ -0,0 +1,549 @@
+<script lang="ts">
+	import { tick } from 'svelte';
+	import { createQuery, useQueryClient } from '@tanstack/svelte-query';
+	import { workflows, settings, apiErrorMessage } from '$lib/api';
+	import type { WorkflowMeta } from '$lib/comfy/types';
+	import { usageLabel } from '$lib/components/generate/schema';
+	import InputRequirementBadge from './InputRequirementBadge.svelte';
+	import { toast } from '$lib/toast';
+	interface Props {
+		open: boolean;
+		metas: WorkflowMeta[];
+		pendingCount: number;
+		selectedId: number | null;
+		activeId: number | null;
+		endpoints: Array<{ id: string; name: string }>;
+		onPick: (id: number) => void;
+		onClose: () => void;
+		catalogue?: boolean;
+		localOnly?: boolean;
+		onPreview?: (id: number) => void;
+	}
+	let {
+		open,
+		metas,
+		pendingCount,
+		selectedId,
+		activeId = $bindable(null),
+		endpoints,
+		onPick,
+		onClose,
+		catalogue = false,
+		localOnly = false,
+		onPreview,
+	}: Props = $props();
+	const client = useQueryClient();
+	const modelsQuery = createQuery({
+		queryKey: ['settings'],
+		queryFn: settings.get,
+	});
+	let search = $state(''),
+		category = $state('all'),
+		family = $state('all'),
+		source = $state('local'),
+		usage = $state('all'),
+		favOnly = $state(false),
+		recentOnly = $state(false),
+		visibleCount = $state(48);
+	let searchEl: HTMLInputElement;
+	let listEl: HTMLDivElement;
+	const labels: Record<string, string> = {
+		basic: '基础工具',
+		audio_tts: '语音',
+		music: '音乐',
+		image: '图片',
+		video: '视频',
+		digital_human: '数字人',
+		motion_transfer: '动作',
+	};
+	const categories = $derived([
+		...new Set(metas.map((m) => m.category).filter((k): k is string => !!k)),
+	]);
+	const families = $derived(
+		[...new Set(metas.map((m) => m.model_family).filter((k): k is string => !!k))].sort(),
+	);
+	const filtered = $derived(
+		metas
+			.filter(
+				(m) =>
+					(category === 'all' || m.category === category) &&
+					(usage === 'all' || m.usage === usage) &&
+					(family === 'all' || m.model_family === family) &&
+					(!favOnly || m.favorite) &&
+					(!recentOnly || m.last_used_at) &&
+					(!search.trim() ||
+						[
+							m.name,
+							m.description,
+							...(m.tags ?? []),
+							m.model_family,
+							m.usage ? usageLabel(m.usage) : '',
+						]
+							.join(' ')
+							.toLowerCase()
+							.includes(search.toLowerCase().trim())),
+			)
+			.sort((a, b) =>
+				recentOnly
+					? (b.last_used_at ?? '').localeCompare(a.last_used_at ?? '')
+					: Number(b.favorite) - Number(a.favorite) || a.name.localeCompare(b.name, 'zh'),
+			),
+	);
+	const visible = $derived(filtered.slice(0, visibleCount));
+	const cloudModels = $derived(
+		($modelsQuery.data?.llm_profiles ?? []).filter(
+			(p) => !search || [p.name, p.model].join(' ').toLowerCase().includes(search.toLowerCase()),
+		),
+	);
+	$effect(() => {
+		void search;
+		void category;
+		void family;
+		void usage;
+		void favOnly;
+		void recentOnly;
+		visibleCount = 48;
+		listEl?.scrollTo({ top: 0 });
+	});
+	$effect(() => {
+		if (!open) return;
+		const idx = filtered.findIndex((m) => m.id === selectedId);
+		if (idx >= visibleCount) visibleCount = idx + 48;
+		void tick().then(() => searchEl?.focus());
+	});
+	$effect(() => {
+		if (!filtered.some((m) => m.id === activeId)) activeId = filtered[0]?.id ?? null;
+	});
+	export function focusSearch() {
+		searchEl?.focus();
+	}
+	async function favorite(m: WorkflowMeta) {
+		try {
+			await workflows.update(m.id, { favorite: !m.favorite });
+			await client.invalidateQueries({ queryKey: ['workflows-meta'] });
+		} catch (e) {
+			toast.error(apiErrorMessage(e));
+		}
+	}
+	function pick(m: WorkflowMeta) {
+		if (onPreview) onPreview(m.id);
+		else if (m.is_enabled && !m.needs_mapping && m.usage) onPick(m.id);
+	}
+	function move(delta: number) {
+		const i = Math.max(
+			0,
+			Math.min(filtered.length - 1, filtered.findIndex((m) => m.id === activeId) + delta),
+		);
+		activeId = filtered[i]?.id ?? null;
+		if (i >= visibleCount) visibleCount = i + 24;
+		void tick().then(() =>
+			listEl?.querySelector(`[data-wf-row="${activeId}"]`)?.scrollIntoView({ block: 'nearest' }),
+		);
+	}
+	function key(e: KeyboardEvent) {
+		if (e.defaultPrevented) return;
+		if (e.key === 'Escape' && !catalogue) {
+			e.preventDefault();
+			onClose();
+		} else if (source !== 'local') {
+			return;
+		} else if (e.key === 'ArrowDown') {
+			e.preventDefault();
+			move(1);
+		} else if (e.key === 'ArrowUp') {
+			e.preventDefault();
+			move(-1);
+		} else if (e.key === 'Enter' && e.target === searchEl) {
+			e.preventDefault();
+			const m = filtered.find((m) => m.id === activeId);
+			if (m) pick(m);
+		}
+	}
+</script>
+
+<!-- svelte-ignore a11y_no_static_element_interactions -->
+<div class="catalogue" inert={!open} onkeydown={key}>
+	<aside class="categories">
+		<p>按创作任务寻找</p>
+		<button
+			class:active={category === 'all' && !favOnly && !recentOnly}
+			onclick={() => {
+				category = 'all';
+				favOnly = false;
+				recentOnly = false;
+			}}><span>全部工具</span><small>{metas.length}</small></button
+		>
+		{#each categories as cat}<button
+				class:active={category === cat}
+				onclick={() => {
+					category = cat;
+					favOnly = false;
+					recentOnly = false;
+				}}
+				><span>{labels[cat] ?? cat}</span><small
+					>{metas.filter((m) => m.category === cat).length}</small
+				></button
+			>{/each}
+		<div class="divider"></div>
+		<button
+			class:active={favOnly}
+			onclick={() => {
+				favOnly = !favOnly;
+				recentOnly = false;
+			}}><span>☆ 我的收藏</span><small>{metas.filter((m) => m.favorite).length}</small></button
+		><button
+			class:active={recentOnly}
+			onclick={() => {
+				recentOnly = !recentOnly;
+				favOnly = false;
+			}}><span>◷ 最近使用</span></button
+		>
+	</aside>
+	<section class="catalogue-main">
+		<label class="search"
+			><span>⌕</span><input
+				type="search"
+				bind:this={searchEl}
+				bind:value={search}
+				placeholder="搜索工作流、模型或用途…"
+				aria-label="搜索工作流"
+			/></label
+		>
+		<div class="filters">
+			<button class:active={source === 'local'} onclick={() => (source = 'local')}
+				>本地 ComfyUI</button
+			>{#if !localOnly}<button class:active={source === 'cloud'} onclick={() => (source = 'cloud')}
+					>云端与智能体</button
+				>{/if}{#if source === 'local'}<select aria-label="筛选创作任务" bind:value={usage}
+					><option value="all">所有创作任务</option>{#each [...new Set(metas
+								.map((m) => m.usage)
+								.filter(Boolean))] as u}<option value={u!}>{usageLabel(u!)}</option>{/each}</select
+				><select aria-label="筛选模型家族" bind:value={family}
+					><option value="all">全部模型</option>{#each families as f}<option value={f}>{f}</option
+						>{/each}</select
+				>{/if}<span>{source === 'local' ? filtered.length : cloudModels.length} 个结果</span>
+		</div>
+		<div class="results" bind:this={listEl}>
+			{#if source === 'cloud'}
+				<div class="cloud-context">
+					<h3>让专业搭档加入创作。</h3>
+					<p>使用已配置模型，在智能体或画布中创作。自定义多媒体接口与技能可在设置中管理。</p>
+					<a href="/canvas" class="a-btn primary">打开创作画布 ↗</a>
+				</div>
+				{#each cloudModels as profile}<article class="workflow-card">
+						<div class="family">{profile.model}<span>已配置模型</span></div>
+						<h3>{profile.name}</h3>
+						<a href="/agents" class="tool-link">交给智能体创作 ↗</a>
+					</article>{:else}<p class="empty">
+						还没有匹配的模型。<a href="/models">配置模型 ↗</a>
+					</p>{/each}
+			{:else}
+				{#each visible as m (m.id)}<article
+						class="workflow-card"
+						class:selected={m.id === selectedId}
+						class:roving={m.id === activeId}
+						data-wf-row={m.id}
+					>
+						<button
+							class="workflow-choice"
+							onclick={() => pick(m)}
+							onfocus={() => (activeId = m.id)}
+							disabled={!onPreview && (!m.is_enabled || m.needs_mapping || !m.usage)}
+							aria-label="{onPreview ? '查看' : '使用'} {m.name}"
+							aria-current={m.id === selectedId ? 'true' : undefined}
+						>
+							<div class="family">
+								{m.model_family ?? 'COMFYUI'}<span>本地</span>
+							</div>
+							<h3 title={m.name}>{m.name}</h3>
+							{#if m.description}<p class="description">{m.description}</p>{/if}
+							<div class="card-meta">
+								<span>{m.usage ? usageLabel(m.usage) : '待映射'}</span><InputRequirementBadge
+									io={m.media_io}
+									compact
+								/>
+							</div>
+						</button>
+						<button
+							class="favorite"
+							class:saved={m.favorite}
+							aria-label="{m.favorite ? '取消收藏' : '收藏'} {m.name}"
+							aria-pressed={m.favorite}
+							onclick={() => favorite(m)}>{m.favorite ? '★' : '☆'}</button
+						>
+						{#if m.needs_mapping || !m.is_enabled || !m.usage}<a
+								href="/workflows?manage=1"
+								class="tool-link">{m.needs_mapping ? '完成映射' : '管理工作流'} ↗</a
+							>{/if}
+					</article>{:else}<p class="empty">没有找到匹配的工作流，试试更短的关键词。</p>{/each}
+				{#if visibleCount < filtered.length}<button
+						class="more a-btn secondary"
+						onclick={() => (visibleCount += 48)}
+						>再看 {Math.min(48, filtered.length - visibleCount)} 个工具</button
+					>{/if}
+			{/if}
+		</div>
+		{#if pendingCount > 0}<p class="pending">
+				另有 {pendingCount} 个工作流待映射。<a href="/workflows?manage=1">去整理 ↗</a>
+			</p>{/if}
+	</section>
+</div>
+
+<style>
+	.description {
+		font-size: 11px;
+		color: var(--text-3);
+		line-height: 1.5;
+		margin: 0 0 10px;
+		display: -webkit-box;
+		-webkit-line-clamp: 2;
+		line-clamp: 2;
+		-webkit-box-orient: vertical;
+		overflow: hidden;
+	}
+	@media (max-width: 1100px) {
+		.catalogue {
+			grid-template-columns: 112px minmax(0, 1fr);
+		}
+		.catalogue-main {
+			padding-left: 12px;
+		}
+		.results {
+			grid-template-columns: 1fr;
+		}
+	}
+	.catalogue {
+		display: grid;
+		grid-template-columns: 145px minmax(0, 1fr);
+		height: 100%;
+		min-height: 0;
+	}
+	.categories {
+		padding: 16px 15px 20px 0;
+		border-right: 1px solid var(--line);
+		overflow: auto;
+	}
+	.categories p {
+		font-size: 9px;
+		letter-spacing: 1px;
+		color: var(--text-3);
+		margin: 0 9px 15px;
+	}
+	.categories button {
+		display: flex;
+		justify-content: space-between;
+		align-items: center;
+		width: 100%;
+		border: 0;
+		background: none;
+		border-radius: 7px;
+		text-align: left;
+		font-size: 11px;
+		padding: 11px 10px;
+		color: var(--text-2);
+		cursor: pointer;
+	}
+	.categories button.active {
+		background: #e8eafe;
+		color: var(--accent);
+	}
+	.categories small {
+		font-size: 9px;
+		color: var(--text-3);
+	}
+	.divider {
+		border-top: 1px solid var(--line);
+		margin: 20px 8px 12px;
+	}
+	.catalogue-main {
+		padding: 16px 0 0 22px;
+		display: flex;
+		flex-direction: column;
+		min-height: 0;
+		min-width: 0;
+	}
+	.search {
+		display: flex;
+		gap: 9px;
+		align-items: center;
+		background: var(--bg);
+		border: 1px solid var(--line);
+		padding: 9px 13px;
+		border-radius: 8px;
+	}
+	.search input {
+		border: 0;
+		outline: none;
+		background: transparent;
+		width: 100%;
+		font-size: 12px;
+		color: var(--text);
+	}
+	.search:focus-within {
+		outline: 2px solid var(--accent);
+		outline-offset: 2px;
+	}
+	.filters {
+		display: flex;
+		gap: 7px;
+		align-items: center;
+		margin: 16px 0 21px;
+		flex-wrap: wrap;
+	}
+	.filters button,
+	.filters select {
+		font-size: 10px;
+		padding: 5px 10px;
+		border: 1px solid var(--line);
+		border-radius: 20px;
+		background: var(--surface);
+		color: var(--text-3);
+		cursor: pointer;
+	}
+	.filters button.active {
+		color: var(--surface);
+		background: var(--text);
+		border-color: var(--text);
+	}
+	.filters span {
+		font-size: 9px;
+		color: var(--text-3);
+		margin-left: auto;
+	}
+	.filters select {
+		max-width: 140px;
+	}
+	.results {
+		display: grid;
+		grid-template-columns: repeat(2, minmax(0, 1fr));
+		gap: 11px;
+		overflow: auto;
+		min-height: 0;
+		align-content: start;
+		padding: 2px 5px 15px 2px;
+	}
+	.workflow-card {
+		border: 1px solid var(--line);
+		border-radius: 11px;
+		padding: 14px;
+		position: relative;
+		background: var(--surface);
+		min-width: 0;
+		content-visibility: auto;
+		contain-intrinsic-size: auto 132px;
+	}
+	.workflow-card.selected {
+		border-color: var(--accent);
+		background: #f1f3ff;
+	}
+	.workflow-choice {
+		display: block;
+		text-align: left;
+		width: 100%;
+		padding: 0 0 9px;
+		border: 0;
+		background: none;
+		color: var(--text);
+		cursor: pointer;
+	}
+	.workflow-choice:disabled {
+		opacity: 0.65;
+		cursor: default;
+	}
+	.family {
+		font: 9px var(--mono);
+		letter-spacing: 0.5px;
+		display: flex;
+		justify-content: space-between;
+		margin-bottom: 12px;
+		color: var(--text-3);
+	}
+	.family span {
+		font: 8px var(--font);
+		padding: 2px 5px;
+		border: 1px solid var(--line);
+		border-radius: 4px;
+	}
+	h3 {
+		font-size: 11px;
+		line-height: 1.7;
+		margin: 0 0 9px;
+		font-weight: 550;
+		display: -webkit-box;
+		-webkit-line-clamp: 2;
+		line-clamp: 2;
+		-webkit-box-orient: vertical;
+		overflow: hidden;
+		word-break: break-word;
+	}
+	.card-meta {
+		display: flex;
+		gap: 5px;
+		flex-wrap: wrap;
+		font-size: 9px;
+		color: var(--text-3);
+		padding-right: 14px;
+	}
+	.favorite {
+		position: absolute;
+		bottom: 10px;
+		right: 10px;
+		font-size: 18px;
+		border: 0;
+		background: none;
+		color: #838a78;
+		cursor: pointer;
+	}
+	.favorite.saved {
+		color: var(--accent);
+	}
+	.tool-link {
+		font-size: 10px;
+		color: var(--accent);
+		text-decoration: none;
+	}
+	.cloud-context {
+		grid-column: 1/-1;
+		background: #e9e7df;
+		padding: 25px;
+		border-radius: 12px;
+	}
+	.cloud-context h3 {
+		font-size: 19px;
+	}
+	.cloud-context p {
+		font-size: 11px;
+		color: var(--text-2);
+		line-height: 1.8;
+	}
+	.cloud-context .a-btn {
+		font-size: 11px;
+	}
+	.pending {
+		font-size: 10px;
+		color: var(--text-3);
+		padding-top: 12px;
+		border-top: 1px solid var(--line);
+		margin: 0;
+	}
+	.empty {
+		grid-column: 1/-1;
+		padding: 45px;
+		text-align: center;
+		font-size: 12px;
+		color: var(--text-3);
+	}
+	.more {
+		grid-column: 1/-1;
+		justify-self: center;
+		font-size: 11px;
+	}
+	@media (hover: hover) {
+		.workflow-card:hover {
+			border-color: var(--accent-line);
+		}
+		.categories button:hover {
+			background: var(--bg-3);
+		}
+	}
+</style>

calliope-web/src/lib/components/desk/WorkflowPreview.svelte

@@ -0,0 +1,247 @@
+<script lang="ts">
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import type { Workflow, WorkflowMeta } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import { usageLabel, slotSummary } from '$lib/components/generate/schema';
+	import InputRequirementBadge from './InputRequirementBadge.svelte';
+
+	/**
+	 * 输入要求预览 (HEL-683)：挑选台打开时右侧的详情面板——展示键盘/指针
+	 * 停留的工作流的名称、家族、说明与真实输入要求（S2 元数据 + 已加载的
+	 * 完整记录槽位摘要），确认后进入创作区。
+	 */
+	interface Props {
+		meta: WorkflowMeta | null;
+		full: Workflow | null;
+		currentId: number | null;
+		endpoints: Array<{ id: string; name: string }>;
+		onUse: () => void;
+		onToggleFav: (fav: boolean) => void;
+	}
+
+	let { meta, full, currentId, endpoints, onUse, onToggleFav }: Props = $props();
+
+	const isCurrent = $derived(meta != null && meta.id === currentId);
+	const broken = $derived((full?.warnings ?? []).some((w) => w.level === 'error'));
+	const endpointName = $derived.by(() => {
+		const id = meta?.endpoint_id;
+		if (!id) return t('desk.wfDefaultConn');
+		return endpoints.find((e) => e.id === id)?.name ?? t('desk.wfDefaultConn');
+	});
+	const CATEGORY_LABELS: Record<string, string> = {
+		basic: 'wfCat.basic',
+		audio_tts: 'wfCat.audioTts',
+		music: 'wfCat.music',
+		image: 'wfCat.image',
+		video: 'wfCat.video',
+		digital_human: 'wfCat.digitalHuman',
+		motion_transfer: 'wfCat.motionTransfer',
+	};
+</script>
+
+<div class="preview">
+	{#if meta}
+		<div class="head">
+			<h3 class="name" title={meta.name}>{meta.name}</h3>
+			<button
+				type="button"
+				class="fav"
+				class:on={meta.favorite}
+				aria-pressed={meta.favorite}
+				aria-label={t('desk.bayFavOnly')}
+				title={meta.favorite ? t('desk.pvUnfav') : t('desk.pvFav')}
+				onclick={() => onToggleFav(!meta.favorite)}
+			>
+				<Icon name="star" size={16} />
+			</button>
+		</div>
+		<div class="tags">
+			{#if meta.usage}<span class="a-tag accent">{usageLabel(meta.usage)}</span>{/if}
+			{#if meta.model_family}<span class="a-tag">{meta.model_family}</span>{/if}
+			{#if meta.category && CATEGORY_LABELS[meta.category]}
+				<span class="a-tag">{t(CATEGORY_LABELS[meta.category])}</span>
+			{/if}
+			{#if isCurrent}<span class="a-tag ok">{t('desk.pvCurrent')}</span>{/if}
+			{#if broken}<span class="a-tag err">{t('desk.wfBroken')}</span>{/if}
+		</div>
+
+		{#if meta.description}
+			<p class="desc">{meta.description}</p>
+		{/if}
+
+		<section class="sec">
+			<h4 class="sec-title">{t('desk.bayReqTitle')}</h4>
+			<div class="req-line">
+				<InputRequirementBadge io={meta.media_io} />
+			</div>
+			{#if full}
+				<p class="slot-summary">{slotSummary(full)}</p>
+			{:else}
+				<p class="slot-summary dim">{t('desk.pvSlotsLoading')}</p>
+			{/if}
+		</section>
+
+		<dl class="kv">
+			<div class="kv-row">
+				<dt>{t('studio.connLabel')}</dt>
+				<dd>{endpointName}</dd>
+			</div>
+			{#if meta.last_used_at}
+				<div class="kv-row">
+					<dt>{t('desk.pvLastUsed')}</dt>
+					<dd>{new Date(meta.last_used_at).toLocaleString()}</dd>
+				</div>
+			{/if}
+			{#if (full?.input_schema ?? []).length}
+				<div class="kv-row">
+					<dt>{t('desk.pvParamCount')}</dt>
+					<dd>{(full?.input_schema ?? []).length}</dd>
+				</div>
+			{/if}
+		</dl>
+
+		<div class="use">
+			<button type="button" class="a-btn primary" disabled={broken} onclick={onUse}>
+				<Icon name="check" size={13} />
+				{isCurrent ? t('desk.pvBackCreate') : t('desk.pvUse')}
+			</button>
+			{#if broken}<p class="use-hint">{t('studio.errWfBroken')}</p>{/if}
+		</div>
+	{:else}
+		<div class="preview-empty">
+			<Icon name="search" size={20} />
+			<p>{t('desk.pvEmpty')}</p>
+		</div>
+	{/if}
+</div>
+
+<style>
+	.preview {
+		display: flex;
+		flex-direction: column;
+		gap: var(--sp-4);
+		flex: 1;
+		min-height: 0;
+		box-sizing: border-box;
+		height: 100%;
+		padding: var(--sp-7);
+		overflow-y: auto;
+	}
+	.head {
+		display: flex;
+		align-items: flex-start;
+		gap: var(--sp-3);
+	}
+	.name {
+		flex: 1;
+		min-width: 0;
+		margin: 0;
+		color: var(--text);
+		font-size: var(--fs-title);
+		font-weight: 600;
+		line-height: 1.4;
+		overflow-wrap: anywhere;
+	}
+	.fav {
+		flex-shrink: 0;
+		display: grid;
+		place-items: center;
+		width: 32px;
+		height: 32px;
+		border: 1px solid var(--line);
+		border-radius: var(--r-md);
+		background: none;
+		color: var(--text-3);
+		cursor: pointer;
+		transition:
+			color var(--d-state) ease,
+			background-color var(--d-state) ease;
+	}
+	.fav.on {
+		color: var(--accent);
+		background: var(--accent-soft);
+	}
+	.fav:focus-visible {
+		outline: none;
+		box-shadow: 0 0 0 1px var(--accent-line);
+	}
+	.tags {
+		display: flex;
+		flex-wrap: wrap;
+		gap: var(--sp-1);
+	}
+	.desc {
+		margin: 0;
+		color: var(--text-2);
+		font-size: var(--fs-aux);
+		line-height: 1.65;
+		white-space: pre-line;
+	}
+	.sec {
+		display: grid;
+		gap: var(--sp-2);
+		padding: var(--sp-4);
+		border: 1px solid var(--line);
+		border-radius: var(--r-lg);
+		background: var(--bg-2);
+	}
+	.sec-title {
+		margin: 0;
+		color: var(--text-3);
+		font-size: var(--fs-mini);
+		letter-spacing: 0.05em;
+	}
+	.req-line {
+		display: flex;
+	}
+	.slot-summary {
+		margin: 0;
+		color: var(--text-2);
+		font-size: var(--fs-aux);
+	}
+	.slot-summary.dim {
+		color: var(--text-3);
+	}
+	.kv {
+		display: grid;
+		gap: var(--sp-1);
+		margin: 0;
+	}
+	.kv-row {
+		display: flex;
+		gap: var(--sp-3);
+		font-size: var(--fs-aux);
+	}
+	.kv-row dt {
+		flex-shrink: 0;
+		width: 72px;
+		color: var(--text-3);
+	}
+	.kv-row dd {
+		margin: 0;
+		color: var(--text-2);
+		min-width: 0;
+		overflow-wrap: anywhere;
+	}
+	.use {
+		display: flex;
+		flex-direction: column;
+		gap: var(--sp-2);
+		margin-top: auto;
+		padding-top: var(--sp-4);
+	}
+	.use-hint {
+		margin: 0;
+		color: var(--err);
+		font-size: var(--fs-mini);
+	}
+	.preview-empty {
+		display: grid;
+		place-content: center;
+		justify-items: center;
+		gap: var(--sp-3);
+		height: 100%;
+		color: var(--text-3);
+		font-size: var(--fs-aux);
+	}
+</style>

calliope-web/src/lib/components/desk/draftCache.ts

@@ -0,0 +1,17 @@
+// Same-tab fallback for browsers that deny session storage. No user data leaves the browser.
+const drafts = new Map<string, string>();
+export function readDeskDraft(key: string): string | null {
+  try {
+    return sessionStorage.getItem(key) ?? drafts.get(key) ?? null;
+  } catch {
+    return drafts.get(key) ?? null;
+  }
+}
+export function writeDeskDraft(key: string, value: string) {
+  drafts.set(key, value);
+  try {
+    sessionStorage.setItem(key, value);
+  } catch {
+    /* In-memory switching still works. */
+  }
+}

calliope-web/src/lib/components/generate/ContextBar.svelte

@@ -5,8 +5,9 @@
 
 	/**
 	 * 上下文条 (spec-v2 §3.3): the desk was opened from a creation stage.
-	 * Says where from, and plainly that takes stay in the desk feed — the
-	 * desk's generate call has no shot/asset link to fill back.
+	 * Says where from. With a full source identity (HEL-684) results can
+	 * be flowed back per take from the result card; otherwise the old
+	 * note stands — results stay in the desk feed, nothing is written back.
 	 */
 	interface Props {
 		ctx: DeskContext;
@@ -17,6 +18,7 @@
 	let { ctx, projectTitle, onDismiss }: Props = $props();
 
 	const stageName = $derived(t(`workbench.stage.${ctx.stage}`));
+	const canFlowBack = $derived(!!ctx.sourceKind && !!ctx.sourceId);
 </script>
 
 <div class="context-bar" role="status">
@@ -24,7 +26,9 @@
 	<span class="from">
 		<b>{t('desk.ctxFrom', { project: projectTitle })}</b>{#if ctx.label}&nbsp;· {ctx.label}{/if}
 	</span>
-	<span class="note">{t('desk.ctxNoBackfill', { stage: stageName })}</span>
+	<span class="note">
+		{canFlowBack ? t('desk.ctxBackfill', { stage: stageName }) : t('desk.ctxNoBackfill', { stage: stageName })}
+	</span>
 	<a class="a-btn ghost xs back" href={backHref(ctx)}>{t('desk.ctxBack', { stage: stageName })}</a>
 	<button type="button" class="a-btn ghost xs" aria-label={t('desk.ctxDismiss')} onclick={onDismiss}>
 		<Icon name="close" size={12} />

calliope-web/src/lib/components/generate/Inspector.svelte

@@ -1,12 +1,17 @@
 <script lang="ts">
-	import type { Snippet } from 'svelte';
+	import { untrack, type Snippet } from 'svelte';
+	import ImageLightbox from '$lib/components/ImageLightbox.svelte';
 	import Icon from '$lib/components/ui/Icon.svelte';
 	import { assetUrl } from '$lib/api';
 	import type { Job, Workflow } from '$lib/comfy/types';
 	import { progressFor } from '$lib/jobProgress';
 	import { jobStatusInfo } from '$lib/jobStatus';
 	import { parseDbTs } from '$lib/dbtime';
-	import { clearOutputMissing, markOutputMissing, missingOutputsOf } from '$lib/missingOutputs.svelte';
+	import {
+		clearOutputMissing,
+		markOutputMissing,
+		missingOutputsOf,
+	} from '$lib/missingOutputs.svelte';
 	import { t } from '$lib/i18n.svelte';
 	import { exportLastFrame } from '$lib/media/lastFrame';
 	import { usageLabel } from './schema';
@@ -18,11 +23,13 @@
 	 * ≥1180 it is a column (hide with ]), 761–1179 a right overlay, ≤760
 	 * fullscreen — `overlay` / `open` drive the last two.
 	 * D 批 (HEL-654): pointer picks cross-fade the stage 150ms (键盘
-	 * ↑↓/J/K 即时无动画), a finished/just-picked video auto-plays muted,
+	 * ↑↓/J/K 即时无动画), video playback is always explicit,
 	 * failed takes get 重试, and a done take whose files no longer load
 	 * shows the amber 文件缺失 state with 用相同参数重做 / 移除记录.
 	 */
 	interface Props {
+		main?: boolean;
+		comparePath?: string | null;
 		tab: 'result' | 'params';
 		job: Job | null;
 		wf: Workflow | undefined;
@@ -34,19 +41,20 @@
 		canSendToSlot: boolean;
 		/** Animate this result change (pointer pick) — 150ms cross-fade. */
 		crossfade: boolean;
-		/** Bump to auto-play the stage video (pointer pick / completion). */
-		playSignal: number;
-		/** The stage <video> element, for the desk's space-bar toggle. */
+		/** The stage <video> element, for explicit playback controls. */
 		videoEl?: HTMLVideoElement | null;
 		params: Snippet;
 		onClose: () => void;
 		onReuse: (job: Job) => void;
 		onRetry: (job: Job) => void;
+		onCancel: (job: Job) => void;
 		onSendToSlot: (path: string) => void;
 		onDelete: (job: Job) => void;
 	}
 
 	let {
+		main = false,
+		comparePath = null,
 		tab = $bindable(),
 		job,
 		wf,
@@ -55,17 +63,25 @@
 		inactive,
 		canSendToSlot,
 		crossfade,
-		playSignal,
 		videoEl = $bindable(null),
 		params,
 		onClose,
 		onReuse,
 		onRetry,
+		onCancel,
 		onSendToSlot,
 		onDelete,
 	}: Props = $props();
 
 	let outIndex = $state(0);
+	let compare = $state(false),
+		compareAt = $state(50),
+		lightbox = $state(false);
+	$effect(() => {
+		void job?.id;
+		compare = false;
+		lightbox = false;
+	});
 	$effect.pre(() => {
 		void job?.id;
 		outIndex = 0;
@@ -76,16 +92,20 @@
 	// cannot be fetched — the failed case stays red.
 	const gonePaths = $derived(missingOutputsOf(job));
 	const fileGone = $derived(gonePaths.length > 0);
-	const outputs = $derived(job && st?.tone === 'ok' ? job.output_paths.filter((p) => !gonePaths.includes(p)) : []);
+	const outputs = $derived(
+		job && st?.tone === 'ok' ? job.output_paths.filter((p) => !gonePaths.includes(p)) : [],
+	);
 	const output = $derived(outputs[Math.min(outIndex, outputs.length - 1)] ?? null);
 	const allOutputs = $derived(job && st?.tone === 'ok' ? job.output_paths : []);
 	const video = $derived(!!job && !!output && isVideoOutput(job, output));
 	const wfDeleted = $derived(!!job && job.workflow_id == null);
 	const prompt = $derived(job ? promptOf(job, wf) : '');
 	const inputs = $derived(job ? inputsOf(job, wf) : []);
+	const compareSource = $derived(inputs.find((i) => i.kind === 'image')?.path ?? comparePath);
 	const spec = $derived(job ? specOf(job, wf) : []);
 	const endpoint = $derived(
-		((job?.payload?.endpoint as Record<string, unknown> | undefined)?.name as string | undefined) ?? '',
+		((job?.payload?.endpoint as Record<string, unknown> | undefined)?.name as string | undefined) ??
+			'',
 	);
 	const progress = $derived.by(() => {
 		if (!job || job.status !== 'running') return 0;
@@ -108,25 +128,18 @@
 		dims = `${v.videoWidth}×${v.videoHeight}`;
 	}
 
-	// 完成或点选后自动播放（静音）；键盘切换不触发。
-	$effect(() => {
-		void playSignal;
-		if (inactive || tab !== 'result' || !videoEl) return;
-		videoEl.muted = true;
-		videoEl.play().catch(() => {});
+	let paused = $state(true);
+	$effect.pre(() => {
+		void output;
+		untrack(() => {
+			videoEl?.pause();
+			paused = true;
+		});
 	});
-
-	function reduced(): boolean {
-		return (
-			document.documentElement.dataset.reduce === '1' ||
-			window.matchMedia('(prefers-reduced-motion: reduce)').matches
-		);
-	}
-
-	/** 150ms 交叉淡变 on pointer picks; keyboard switches stay instant. */
-	function xfade(_node: Element) {
-		const ms = crossfade ? (reduced() ? 120 : 150) : 0;
-		return { duration: ms, css: (t: number) => `opacity: ${t}` };
+	function togglePlayback() {
+		if (!videoEl) return;
+		if (videoEl.paused) videoEl.play().catch(() => {});
+		else videoEl.pause();
 	}
 
 	const mediaKey = $derived(`${job?.id ?? 'none'}:${output ?? st?.tone ?? ''}`);
@@ -144,14 +157,23 @@
 	}
 </script>
 
-<aside class="inspector" class:open inert={inactive} aria-label={t('desk.inspector')}>
+<aside class="inspector" class:main class:open inert={inactive} aria-label={t('desk.inspector')}>
 	<div class="tabs">
 		<div class="a-seg" role="group" aria-label={t('desk.inspector')}>
-			<button type="button" aria-pressed={tab === 'result'} onclick={() => (tab = 'result')}>{t('desk.tabResult')}</button>
-			<button type="button" aria-pressed={tab === 'params'} onclick={() => (tab = 'params')}>{t('desk.tabParams')}</button>
+			<button type="button" aria-pressed={tab === 'result'} onclick={() => (tab = 'result')}
+				>{t('desk.tabResult')}</button
+			>
+			<button type="button" aria-pressed={tab === 'params'} onclick={() => (tab = 'params')}
+				>{t('desk.tabParams')}</button
+			>
 		</div>
 		<span class="keys"><span class="a-kbd">]</span>{t('desk.keyInspector')}</span>
-		<button type="button" class="a-btn ghost sm close" aria-label={t('desk.closeInspector')} onclick={onClose}>
+		<button
+			type="button"
+			class="a-btn ghost sm close"
+			aria-label={t('desk.closeInspector')}
+			onclick={onClose}
+		>
 			<Icon name="close" size={14} />
 		</button>
 	</div>
@@ -160,35 +182,58 @@
 		{#if tab === 'params'}
 			{@render params()}
 		{:else if !job || !st}
-			<div class="a-stage stage"><div class="stage-empty">{t('desk.pickTake')}</div></div>
+			<div class="a-stage stage">
+				<div class="stage-empty">
+					<span class="empty-symbol">✳</span><strong>给想象留一个位置。</strong><span class="sub"
+						>在右侧写下描述，或选择一次已有创作。</span
+					>
+				</div>
+			</div>
 		{:else}
 			<div class="a-stage stage">
 				{#key mediaKey}
-					<div class="stage-media" in:xfade out:xfade>
+					<div class="stage-media">
 						{#if output && video}
 							<!-- svelte-ignore a11y_media_has_caption -->
-							<video
-								bind:this={videoEl}
-								src={assetUrl(output)}
-								controls
-								playsinline
-								preload="metadata"
-								onloadedmetadata={(e) => {
-									clearOutputMissing(output);
-									noteVideo(e);
-								}}
-								onerror={() => output && markOutputMissing(output)}
-							></video>
+							<div class="print a-photo">
+								{#if st.tone === 'ok' && !fileGone}<span class="a-fix">{t('jobst.done')}</span>{/if}
+								<video
+									bind:this={videoEl}
+									src={assetUrl(output)}
+									controls
+									aria-label="生成的视频，使用播放按钮开始播放"
+									onplay={() => (paused = false)}
+									onpause={() => (paused = true)}
+									onended={() => (paused = true)}
+									playsinline
+									preload="metadata"
+									onloadedmetadata={(e) => {
+										clearOutputMissing(output);
+										noteVideo(e);
+									}}
+									onerror={() => output && markOutputMissing(output)}
+								></video>
+							</div>
 						{:else if output}
-							<img
-								src={assetUrl(output)}
-								alt={prompt || t('desk.tabResult')}
-								onload={(e) => {
-									clearOutputMissing(output);
-									noteImg(e);
-								}}
-								onerror={() => output && markOutputMissing(output)}
-							/>
+							<div class="print a-photo">
+								{#if st.tone === 'ok' && !fileGone}<span class="a-fix">{t('jobst.done')}</span>{/if}
+								<img
+									src={assetUrl(output)}
+									alt={prompt || t('desk.tabResult')}
+									onload={(e) => {
+										clearOutputMissing(output);
+										noteImg(e);
+									}}
+									onerror={() => output && markOutputMissing(output)}
+								/>
+								{#if main && compare && compareSource}<div
+										class="comparison-layer"
+										style:clip-path={`inset(0 ${100 - compareAt}% 0 0)`}
+									>
+										<img src={assetUrl(compareSource)} alt="对比参考画面" />
+									</div>
+									<div class="comparison-divider" style:left={`${compareAt}%`}></div>{/if}
+							</div>
 						{:else if fileGone}
 							<div class="stage-empty gone">
 								<span>{t('desk.missingTitle')}</span>
@@ -199,7 +244,9 @@
 								<span>{st.label}</span>
 								<span class="sub">{st.tone === 'fail' ? t('desk.notGenerated') : st.detail}</span>
 								{#if progress > 0}
-									<div class="a-progress stage-bar" style:--p={progress / 100}><i></i></div>
+									<div class="a-progress stage-bar" style:--p={progress / 100}>
+										<i></i>
+									</div>
 								{/if}
 							</div>
 						{/if}
@@ -207,6 +254,19 @@
 				{/key}
 			</div>
 
+			{#if output && video}<div class="playback-bar">
+					<button
+						class="a-btn primary sm"
+						onclick={togglePlayback}
+						aria-label={paused ? '播放视频' : '暂停视频'}
+						>{paused ? '▶ 播放视频' : 'Ⅱ 暂停视频'}</button
+					>
+					<span>视频默认暂停，由你控制播放。</span>
+					<button
+						class="a-btn secondary sm"
+						onclick={() => videoEl?.requestFullscreen().catch(() => {})}>全屏查看 ⤢</button
+					>
+				</div>{/if}
 			{#if allOutputs.length > 1}
 				<div class="strip" role="group" aria-label={t('desk.outputs')}>
 					{#each allOutputs as p, i (p)}
@@ -235,16 +295,42 @@
 						<span>{s.label} <b class="mono">{s.value}</b></span>
 					{/if}
 				{/each}
-				<span>{t('desk.elapsed')} <b class="mono">{fmtDur(elapsedSec(job, nowMs))}</b></span>
+				<span
+					>{t('desk.elapsed')}
+					<b class="mono">{fmtDur(elapsedSec(job, nowMs))}</b></span
+				>
 				{#if endpoint}<span>{endpoint}</span>{/if}
 			</div>
 
+			{#if main && compare && output && !video}<div class="compare-controls">
+					<span>{inputs.some((i) => i.kind === 'image') ? '参考图片' : '上一版'}</span><input
+						type="range"
+						min="0"
+						max="100"
+						bind:value={compareAt}
+						aria-label="拖动对比画面"
+					/><span>当前结果</span>
+				</div>{/if}
 			<div class="actions">
+				{#if main && output && !video}<button
+						class="a-btn secondary sm"
+						onclick={() => (lightbox = true)}>放大查看 ⤢</button
+					>{#if compareSource && compareSource !== output}<button
+							class="a-btn secondary sm"
+							aria-pressed={compare}
+							onclick={() => (compare = !compare)}>{compare ? '结束对比' : '对比画面'} ◫</button
+						>{/if}{/if}
 				{#if fileGone && !outputs.length}
-					<button type="button" class="a-btn secondary sm" onclick={() => onRetry(job)}>{t('desk.redo')}</button>
-					<button type="button" class="a-btn danger sm" onclick={() => onDelete(job)}>{t('desk.removeRecord')}</button>
+					<button type="button" class="a-btn secondary sm" onclick={() => onRetry(job)}
+						>{t('desk.redo')}</button
+					>
+					<button type="button" class="a-btn danger sm" onclick={() => onDelete(job)}
+						>{t('desk.removeRecord')}</button
+					>
 				{:else}
-					<button type="button" class="a-btn secondary sm" onclick={() => onReuse(job)}>{t('desk.reuseToComposer')}</button>
+					<button type="button" class="a-btn secondary sm" onclick={() => onReuse(job)}
+						>{t('desk.reuseToComposer')}</button
+					>
 					{#if output && !video && canSendToSlot}
 						<button type="button" class="a-btn secondary sm" onclick={() => onSendToSlot(output)}>
 							{t('desk.sendToSlot')}
@@ -266,10 +352,18 @@
 						</button>
 					{/if}
 					{#if st.tone === 'fail'}
-						<button type="button" class="a-btn secondary sm" onclick={() => onRetry(job)}>{t('common.retry')}</button>
+						<button type="button" class="a-btn secondary sm" onclick={() => onRetry(job)}
+							>{t('common.retry')}</button
+						>
 					{/if}
+					{#if job.status === 'pending' || job.status === 'running'}<button
+							class="a-btn secondary sm"
+							onclick={() => onCancel(job)}>取消这次生成</button
+						>{/if}
 					{#if job.status !== 'pending' && job.status !== 'running'}
-						<button type="button" class="a-btn danger sm" onclick={() => onDelete(job)}>{t('studio.deleteBtn')}</button>
+						<button type="button" class="a-btn danger sm" onclick={() => onDelete(job)}
+							>{t('studio.deleteBtn')}</button
+						>
 					{/if}
 				{/if}
 			</div>
@@ -280,44 +374,61 @@
 				<div class="note warn" role="alert">{t('jobst.missingDetail')}</div>
 			{/if}
 
-			{#if inputs.length || prompt}
-				<div class="section-title">{t('desk.inputs')}</div>
-				{#if inputs.length}
-					<div class="inputs">
-						{#each inputs as inp (inp.label + inp.path)}
-							{#if inp.kind === 'image'}
-								<img class="mini" src={assetUrl(inp.path)} alt={inp.label} title={inp.label} loading="lazy" />
-							{:else}
-								<span class="mini glyph" title={inp.label}><Icon name={inp.kind === 'video' ? 'film' : 'music'} size={14} /></span>
-							{/if}
-						{/each}
-					</div>
+			<details class="result-details">
+				<summary>创作详情与参数</summary>
+				{#if inputs.length || prompt}
+					<div class="section-title">{t('desk.inputs')}</div>
+					{#if inputs.length}
+						<div class="inputs">
+							{#each inputs as inp (inp.label + inp.path)}
+								{#if inp.kind === 'image'}
+									<img
+										class="mini"
+										src={assetUrl(inp.path)}
+										alt={inp.label}
+										title={inp.label}
+										loading="lazy"
+									/>
+								{:else}
+									<span class="mini glyph" title={inp.label}
+										><Icon name={inp.kind === 'video' ? 'film' : 'music'} size={14} /></span
+									>
+								{/if}
+							{/each}
+						</div>
+					{/if}
+					{#if prompt}<p class="prompt">{prompt}</p>{/if}
 				{/if}
-				{#if prompt}<p class="prompt">{prompt}</p>{/if}
-			{/if}
 
-			<div class="section-title">{t('desk.workflow')}</div>
-			<dl class="kv">
-				<dt>{t('desk.kvName')}</dt>
-				<dd>
-					{wf?.name ?? t('studio.jobName', { id: job.id })}
-					{#if wfDeleted}<span class="a-tag wf-gone">{t('studio.wfDeletedTag')}</span>{/if}
-				</dd>
-				{#if wf?.usage}
-					<dt>{t('desk.kvUsage')}</dt>
-					<dd>{usageLabel(wf.usage)}</dd>
-				{/if}
-				<dt>{t('desk.kvCreated')}</dt>
-				<dd class="mono">{fmtClock(parseDbTs(job.created_at))}</dd>
-				{#if job.comfy_prompt_id}
-					<dt>{t('desk.kvPromptId')}</dt>
-					<dd class="mono">{job.comfy_prompt_id}</dd>
-				{/if}
-			</dl>
+				<div class="section-title">{t('desk.workflow')}</div>
+				<dl class="kv">
+					<dt>{t('desk.kvName')}</dt>
+					<dd>
+						{wf?.name ?? t('studio.jobName', { id: job.id })}
+						{#if wfDeleted}<span class="a-tag wf-gone">{t('studio.wfDeletedTag')}</span>{/if}
+					</dd>
+					{#if wf?.usage}
+						<dt>{t('desk.kvUsage')}</dt>
+						<dd>{usageLabel(wf.usage)}</dd>
+					{/if}
+					<dt>{t('desk.kvCreated')}</dt>
+					<dd class="mono">{fmtClock(parseDbTs(job.created_at))}</dd>
+					{#if job.comfy_prompt_id}
+						<dt>{t('desk.kvPromptId')}</dt>
+						<dd class="mono">{job.comfy_prompt_id}</dd>
+					{/if}
+				</dl>
+			</details>
 		{/if}
 	</div>
 </aside>
 
+{#if lightbox && output && !video}<ImageLightbox
+		src={assetUrl(output) ?? ''}
+		alt={prompt || '创作结果'}
+		onClose={() => (lightbox = false)}
+	/>{/if}
+
 <style>
 	.inspector {
 		display: flex;
@@ -362,14 +473,24 @@
 		inset: 0;
 		display: grid;
 		place-items: center;
+		padding: var(--sp-5);
+		box-sizing: border-box;
 	}
-	.stage-media > img,
-	.stage-media > video {
-		position: absolute;
-		inset: 0;
-		width: 100%;
-		height: 100%;
-		object-fit: contain;
+	/* 相纸白边 (HEL-680)：检视舞台上的结果按相纸呈现，媒体自适应内含 */
+	.print {
+		position: relative;
+		display: grid;
+		max-width: 100%;
+		max-height: 100%;
+		--paper-w: 5px;
+	}
+	.print > img,
+	.print > video {
+		display: block;
+		max-width: 100%;
+		max-height: 100%;
+		width: auto;
+		height: auto;
 	}
 	.stage-empty {
 		display: grid;
@@ -562,4 +683,206 @@
 			padding: var(--sp-5);
 		}
 	}
+
+	.inspector.main {
+		position: static;
+		inset: auto;
+		transform: none;
+		opacity: 1;
+		pointer-events: auto;
+		width: 100%;
+		height: 100%;
+		min-height: 0;
+		max-width: none;
+		border: 0;
+		background: transparent;
+		overflow: hidden;
+		box-shadow: none;
+		display: flex;
+		flex-direction: column;
+	}
+	.main .tabs {
+		display: none;
+	}
+	.main .body {
+		padding: 0;
+		overflow: auto;
+		display: flex;
+		flex-direction: column;
+		gap: 8px;
+		flex: 1;
+		min-height: 0;
+	}
+	.main .stage {
+		aspect-ratio: auto;
+		width: 100%;
+		min-height: 110px;
+		flex: 1;
+		height: auto;
+		max-height: none;
+		display: flex;
+		align-items: center;
+		justify-content: center;
+		border: 1px solid var(--line);
+		border-radius: 10px;
+		overflow: hidden;
+		background: #eae9e3;
+	}
+	.main .stage-media {
+		position: relative;
+		inset: auto;
+		padding: 0;
+		height: 100%;
+		width: 100%;
+		min-height: 0;
+		display: flex;
+		align-items: center;
+		justify-content: center;
+	}
+	.main .print {
+		width: 100%;
+		height: 100%;
+		min-height: 0;
+		max-height: 100%;
+		max-width: 100%;
+		padding: 0;
+		border: 0;
+		background: none;
+		display: grid;
+		grid-template-rows: minmax(0, 1fr);
+		grid-template-columns: minmax(0, 1fr);
+	}
+	.main .print img,
+	.main .print video {
+		min-height: 0;
+		min-width: 0;
+		width: 100%;
+		height: 100%;
+		max-height: 100%;
+		object-fit: contain;
+		border-radius: 0;
+	}
+	.main .meta,
+	.main .actions,
+	.main .playback-bar,
+	.main .strip,
+	.main .note,
+	.main .result-details {
+		flex-shrink: 0;
+		margin: 0;
+	}
+	.main .meta {
+		font-size: 10px;
+		gap: 8px;
+		line-height: 1.5;
+		max-height: 30px;
+		overflow: auto;
+	}
+	.main .actions {
+		gap: 6px;
+		flex-wrap: wrap;
+	}
+	.main .result-details {
+		font-size: 11px;
+		max-height: 160px;
+		overflow: auto;
+	}
+	.playback-bar {
+		display: flex;
+		gap: 10px;
+		align-items: center;
+		flex-wrap: wrap;
+		padding: 4px 0;
+	}
+	.playback-bar span {
+		flex: 1;
+		font-size: 11px;
+		color: var(--text-3);
+	}
+	@media (max-height: 650px) {
+		.playback-bar span {
+			display: none;
+		}
+		.main .meta {
+			max-height: 16px;
+		}
+		.main .actions :global(.a-btn) {
+			font-size: 11px;
+			padding: 4px 8px;
+		}
+	}
+	.main .a-fix {
+		display: none;
+	}
+	.main .stage-empty {
+		display: flex;
+		gap: 10px;
+		flex-direction: column;
+		align-items: center;
+		color: var(--text-3);
+		font-size: 12px;
+	}
+	.empty-symbol {
+		color: var(--accent);
+		font-size: 55px;
+		font-weight: 300;
+		line-height: 1.4;
+	}
+	.stage-empty strong {
+		font-size: 16px;
+		font-weight: 500;
+		color: var(--text);
+	}
+	.main .meta {
+		font-size: 9px;
+		gap: 12px;
+		margin-top: 10px;
+	}
+	.main .actions {
+		margin-top: 12px;
+	}
+	.result-details {
+		font-size: 11px;
+		color: var(--text-3);
+		margin-top: 12px;
+	}
+	.result-details summary {
+		cursor: pointer;
+	}
+	.result-details .prompt {
+		margin-top: 12px;
+	}
+
+	.comparison-layer {
+		position: absolute;
+		inset: 0;
+		pointer-events: none;
+	}
+	.comparison-layer img {
+		width: 100%;
+		height: 100%;
+		object-fit: contain;
+		background: #eae9e3;
+	}
+	.comparison-divider {
+		position: absolute;
+		top: 0;
+		bottom: 0;
+		width: 2px;
+		background: var(--surface);
+		box-shadow: 0 0 8px #292a2d40;
+		pointer-events: none;
+	}
+	.compare-controls {
+		display: flex;
+		align-items: center;
+		gap: 15px;
+		margin-top: 10px;
+		font-size: 10px;
+		color: var(--text-3);
+	}
+	.compare-controls input {
+		flex: 1;
+		accent-color: var(--accent);
+	}
 </style>

calliope-web/src/lib/components/generate/ParameterPopover.svelte

@@ -0,0 +1,155 @@
+<script lang="ts">
+	import { tick } from 'svelte';
+	import ComfyDynamicForm from '$lib/components/ComfyDynamicForm.svelte';
+	import type { ComfyDynamicInput } from '$lib/comfy/types';
+	import { validateForm, classifySchema, type FormValues } from './schema';
+	let {
+		inputs,
+		values,
+		anchor,
+		onClose,
+		onApply,
+	}: {
+		inputs: ComfyDynamicInput[];
+		values: FormValues;
+		anchor: HTMLElement | null;
+		onClose: () => void;
+		onApply: (values: FormValues) => void;
+	} = $props();
+	let draft = $state<FormValues>({});
+	let showErrors = $state(false);
+	let panel = $state<HTMLDivElement | null>(null);
+	let x = $state(0),
+		y = $state(0);
+	const errors = $derived(
+		validateForm(inputs, classifySchema(inputs, 'image'), draft),
+	);
+	$effect(() => {
+		if (!anchor || !inputs.length) return;
+		const source = anchor;
+		draft = Object.fromEntries(
+			inputs.map((i) => [i.nodeId, values[i.nodeId] ?? i.defaultValue ?? '']),
+		);
+		showErrors = false;
+		const rect = source.getBoundingClientRect();
+		x = Math.max(12, Math.min(rect.left, innerWidth - 312));
+		y = Math.max(12, innerHeight - rect.top + 8);
+		void tick().then(() =>
+			panel
+				?.querySelector<HTMLElement>('input,select,textarea,button')
+				?.focus(),
+		);
+		const closeOutside = (e: PointerEvent) => {
+			if (
+				!panel?.contains(e.target as Node) &&
+				!source.contains(e.target as Node)
+			)
+				onClose();
+		};
+		const keys = (e: KeyboardEvent) => {
+			if (e.key === 'Escape') {
+				e.preventDefault();
+				onClose();
+			}
+			if (e.key === 'Tab' && panel) {
+				const all = [
+					...panel.querySelectorAll<HTMLElement>(
+						'input,select,textarea,button',
+					),
+				].filter(
+					(e) => !e.hasAttribute('disabled') && e.getClientRects().length,
+				);
+				if (e.shiftKey && document.activeElement === all[0]) {
+					e.preventDefault();
+					all.at(-1)?.focus();
+				} else if (!e.shiftKey && document.activeElement === all.at(-1)) {
+					e.preventDefault();
+					all[0]?.focus();
+				}
+			}
+		};
+		document.addEventListener('pointerdown', closeOutside);
+		document.addEventListener('keydown', keys, true);
+		window.addEventListener('resize', onClose);
+		return () => {
+			document.removeEventListener('pointerdown', closeOutside);
+			document.removeEventListener('keydown', keys, true);
+			window.removeEventListener('resize', onClose);
+			if (source.isConnected) source.focus();
+		};
+	});
+	function save() {
+		if (Object.keys(errors).length) {
+			showErrors = true;
+			return;
+		}
+		onApply(draft);
+		onClose();
+	}
+</script>
+
+{#if inputs.length && anchor}
+	<div
+		bind:this={panel}
+		class="parameter-popover"
+		role="dialog"
+		aria-label={inputs.map((i) => i.label).join(' / ')}
+		style:left={`${x}px`}
+		style:bottom={`${y}px`}
+	>
+		<header>{inputs.map((i) => i.label).join(' / ')}</header>
+		<ComfyDynamicForm
+			{inputs}
+			values={draft as Record<string, string | number>}
+			quiet
+			{errors}
+			{showErrors}
+			onChange={(v) => (draft = { ...draft, ...v })}
+		/>
+		<footer>
+			<button class="a-btn ghost sm" onclick={onClose}>取消</button><button
+				class="a-btn secondary sm"
+				onclick={save}>应用参数</button
+			>
+		</footer>
+	</div>
+{/if}
+
+<style>
+	.parameter-popover {
+		position: fixed;
+		z-index: 800;
+		width: 300px;
+		box-sizing: border-box;
+		max-height: calc(100dvh - 36px);
+		overflow: auto;
+		padding: 16px;
+		background: var(--float-bg);
+		border: 1px solid var(--line-2);
+		border-radius: 12px;
+		box-shadow: var(--shadow-float);
+		transform-origin: bottom left;
+		animation: appear var(--d-pop) var(--ease-out);
+	}
+	header {
+		font-size: 12px;
+		color: var(--text-2);
+		margin-bottom: 14px;
+	}
+	footer {
+		display: flex;
+		gap: 8px;
+		justify-content: flex-end;
+		margin-top: 12px;
+	}
+	@keyframes appear {
+		from {
+			opacity: 0;
+			transform: translateY(4px) scale(0.98);
+		}
+		to {
+			opacity: 1;
+			transform: none;
+		}
+	}
+</style>

calliope-web/src/lib/components/generate/TakeCard.svelte

@@ -8,7 +8,15 @@
 	import { clearOutputMissing, markOutputMissing, missingOutputsOf } from '$lib/missingOutputs.svelte';
 	import { t } from '$lib/i18n.svelte';
 	import { usageLabel } from './schema';
-	import { elapsedSec, fmtClock, fmtDur, inputsOf, isVideoOutput, promptOf } from './takes';
+	import {
+		elapsedSec,
+		fmtClock,
+		fmtDur,
+		inputsOf,
+		isVideoOutput,
+		promptOf,
+		workbenchCtxOf,
+	} from './takes';
 
 	/**
 	 * 一条记录 (spec-v2 §3.3 记录卡): workflow · usage · time, the prompt, the
@@ -20,6 +28,9 @@
 	 * take whose files no longer load turns amber (文件缺失) with
 	 * 用相同参数重做 / 移除记录, and takes on a deleted workflow are
 	 * marked as such instead of pretending nothing changed.
+	 * HEL-684: a take generated with a real workbench source offers an
+	 * explicit 回流到源项目 action; once flowed back it shows 已回流 and
+	 * a direct 返回项目 link instead.
 	 */
 	interface Props {
 		job: Job;
@@ -33,11 +44,14 @@
 		flash?: boolean;
 		/** One-shot failure shake. */
 		shake?: boolean;
+		/** Flow-back request in flight (HEL-684). */
+		attachBusy?: boolean;
 		onSelect: () => void;
 		onReuse: () => void;
 		onRetry: () => void;
 		onCancel: () => void;
 		onDelete: () => void;
+		onAttach?: () => void;
 	}
 
 	let {
@@ -49,11 +63,13 @@
 		enter = false,
 		flash = false,
 		shake = false,
+		attachBusy = false,
 		onSelect,
 		onReuse,
 		onRetry,
 		onCancel,
 		onDelete,
+		onAttach,
 	}: Props = $props();
 
 	const st = $derived(jobStatusInfo(job));
@@ -80,6 +96,16 @@
 	});
 	const active = $derived(job.status === 'pending' || job.status === 'running');
 	const name = $derived(wf?.name ?? t('studio.jobName', { id: job.id }));
+	// HEL-684: flow-back only for finished takes with files and a real,
+	// still-recorded workbench source; the attached marker comes from the
+	// server so it survives reloads.
+	const wbCtx = $derived(workbenchCtxOf(job));
+	const attached = $derived(
+		!!job.workbench_attach && !!wbCtx && job.workbench_attach.target_id === wbCtx.sourceId,
+	);
+	const canAttach = $derived(
+		!!onAttach && !!wbCtx && !attached && st.tone === 'ok' && !fileGone && !!output,
+	);
 
 	let portrait = $state(false);
 	let clipSec = $state<number | null>(null);
@@ -164,6 +190,25 @@
 				</button>
 				<button type="button" class="a-btn danger xs" onclick={onDelete}>{t('desk.removeRecord')}</button>
 			{:else}
+				{#if canAttach}
+					<button
+						type="button"
+						class="a-btn ghost xs attach"
+						disabled={attachBusy}
+						title={t('desk.attachHint', { label: wbCtx?.label ?? '' })}
+						onclick={() => onAttach?.()}
+					>
+						{attachBusy ? t('desk.attaching') : t('desk.attachToProject')}
+					</button>
+				{/if}
+				{#if attached && wbCtx}
+					<span class="a-tag ok" title={t('desk.attachHint', { label: wbCtx.label ?? '' })}>
+						{t('desk.attachedTag')}
+					</span>
+					<a class="a-btn ghost xs" href={`/workbench/${wbCtx.projectId}?stage=${wbCtx.stage}`}>
+						{t('desk.attachBack')}
+					</a>
+				{/if}
 				<button type="button" class="a-btn ghost xs" onclick={onReuse}>{t('desk.reuse')}</button>
 				{#if st.tone === 'fail' && job.error !== 'cancelled'}
 					<button type="button" class="a-btn ghost xs" disabled={busy} onclick={onRetry}>{t('common.retry')}</button>
@@ -183,7 +228,8 @@
 
 	<div class="out">
 		{#if output}
-			<div class="thumb" class:portrait>
+			<div class="thumb a-photo" class:portrait>
+				{#if st.tone === 'ok' && !fileGone}<span class="a-fix">{t('jobst.done')}</span>{/if}
 				{#if isVideoOutput(job, output)}
 					<video
 						src={assetUrl(output)}
@@ -238,15 +284,42 @@
 			background-color var(--d-state) ease,
 			box-shadow var(--d-state) ease;
 	}
-	/* 选中框：金色描边从上一条记录滑到新选中的记录（feed 驱动 WAAPI） */
+	/* 选中框：取景框角线从上一条记录滑到新选中的记录（feed 驱动 WAAPI，
+	   HEL-680 四角短线取代整框描边） */
 	.sel-mark {
 		position: absolute;
 		inset: -1px;
 		z-index: 3;
 		display: none;
-		border: 1px solid var(--accent-line);
-		border-radius: inherit;
 		pointer-events: none;
+		background-image:
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0),
+			linear-gradient(var(--accent) 0 0);
+		background-position:
+			left top,
+			left top,
+			right top,
+			right top,
+			left bottom,
+			left bottom,
+			right bottom,
+			right bottom;
+		background-size:
+			14px 2px,
+			2px 14px,
+			14px 2px,
+			2px 14px,
+			14px 2px,
+			2px 14px,
+			14px 2px,
+			2px 14px;
+		background-repeat: no-repeat;
 	}
 	.take.selected {
 		border-color: transparent;
@@ -458,6 +531,12 @@
 		background: var(--bg-4);
 		box-shadow: inset 0 0 0 1px var(--on-media-line);
 	}
+	/* 相纸白边 (HEL-680)：有产出的记录缩略图按相纸呈现，压过占位态样式 */
+	.thumb.a-photo {
+		border-radius: 2px;
+		background: var(--accent);
+		box-shadow: 0 2px 12px rgba(0, 0, 0, 0.35);
+	}
 	.thumb.portrait {
 		width: 96px;
 		aspect-ratio: 3 / 4;

calliope-web/src/lib/components/generate/TakeFeed.svelte

@@ -38,11 +38,14 @@
 		banner?: Snippet;
 		/** Inspector toggle when it is hidden (desktop) or an overlay (mid). */
 		inspectorToggle?: Snippet;
+		/** Flow-back to the workbench source row in flight (HEL-684). */
+		attachBusyId?: number | null;
 		onSelect: (job: Job) => void;
 		onReuse: (job: Job) => void;
 		onRetry: (job: Job) => void;
 		onCancel: (job: Job) => void;
 		onDelete: (job: Job) => void;
+		onAttach?: (job: Job) => void;
 	}
 
 	let {
@@ -59,11 +62,13 @@
 		orderedIds = $bindable(),
 		banner,
 		inspectorToggle,
+		attachBusyId = null,
 		onSelect,
 		onReuse,
 		onRetry,
 		onCancel,
 		onDelete,
+		onAttach,
 	}: Props = $props();
 
 	const FILTERS: Array<{ id: FeedFilter; key: string }> = [
@@ -263,6 +268,8 @@
 						onRetry={() => onRetry(job)}
 						onCancel={() => onCancel(job)}
 						onDelete={() => onDelete(job)}
+						attachBusy={attachBusyId === job.id}
+						onAttach={onAttach ? () => onAttach(job) : undefined}
 					/>
 				</div>
 			{/each}

calliope-web/src/lib/components/generate/WorkflowPicker.svelte

@@ -1,277 +0,0 @@
-<script lang="ts">
-	import Icon from '$lib/components/ui/Icon.svelte';
-	import ShellPop from '$lib/components/shell/ShellPop.svelte';
-	import { WORKFLOW_USAGES, type Workflow } from '$lib/comfy/types';
-	import { t } from '$lib/i18n.svelte';
-	import { slotSummary, usageLabel } from './schema';
-
-	/**
-	 * 工作流选择 (spec-v2 §3.3 工作流面板): the composer's first chip opens a
-	 * pop grouped by usage with search; each row shows what the workflow
-	 * really takes (slot summary from its JSON), its connection and whether
-	 * it last ran. Picking keeps the prompt and carried-over images.
-	 * D 批 (HEL-654): the footer's「↑↓ 选择」is now literally true — an
-	 * active row follows ↑↓ (and the pointer), Enter uses it, and the
-	 * search's Enter picks the active row instead of always the first.
-	 */
-	interface Props {
-		workflows: Workflow[];
-		current: Workflow | null;
-		endpoints: Array<{ id: string; name: string }>;
-		onPick: (wf: Workflow) => void;
-	}
-
-	let { workflows, current, endpoints, onPick }: Props = $props();
-
-	let open = $state(false);
-	let query = $state('');
-	let activeId = $state<number | null>(null);
-
-	type Status = { tone: '' | 'ok' | 'warn' | 'err'; label: string };
-
-	function statusOf(wf: Workflow): Status {
-		if ((wf.warnings ?? []).some((w) => w.level === 'error')) return { tone: 'err', label: t('desk.wfBroken') };
-		const lt = wf.last_test;
-		if (!lt) return { tone: '', label: t('desk.wfUntested') };
-		if (lt.status === 'done' && lt.output_count > 0) return { tone: 'ok', label: t('desk.wfOk') };
-		if (lt.status === 'failed' || lt.status === 'done') return { tone: 'warn', label: t('desk.wfLastFailed') };
-		return { tone: '', label: t('desk.wfTesting') };
-	}
-
-	function endpointLabel(wf: Workflow): string {
-		const ep = endpoints.find((e) => e.id === wf.endpoint_id);
-		return ep ? ep.name : t('desk.wfDefaultConn');
-	}
-
-	const rows = $derived(
-		workflows.map((wf) => ({
-			wf,
-			summary: slotSummary(wf),
-			conn: endpointLabel(wf),
-			status: statusOf(wf),
-			usage: wf.usage ? usageLabel(wf.usage) : '',
-		})),
-	);
-
-	const groups = $derived.by(() => {
-		const q = query.trim().toLowerCase();
-		const hit = (r: (typeof rows)[number]) =>
-			!q || `${r.wf.name} ${r.usage} ${r.summary}`.toLowerCase().includes(q);
-		return WORKFLOW_USAGES.map((u) => ({
-			usage: u,
-			items: rows.filter((r) => r.wf.usage === u && hit(r)),
-		})).filter((g) => g.items.length);
-	});
-
-	/** Flattened rows in display order — the roving selection walks these. */
-	const flat = $derived(groups.flatMap((g) => g.items));
-
-	// Keep the active row real: default to the current workflow, clamp on
-	// filter changes, never point at a row that is no longer listed.
-	$effect(() => {
-		if (!open) return;
-		if (activeId != null && flat.some((r) => r.wf.id === activeId)) return;
-		activeId = flat.find((r) => r.wf.id === current?.id)?.wf.id ?? flat[0]?.wf.id ?? null;
-	});
-
-	function moveActive(delta: number) {
-		if (!flat.length) return;
-		let i = flat.findIndex((r) => r.wf.id === activeId);
-		i = i < 0 ? (delta > 0 ? 0 : flat.length - 1) : i + delta;
-		activeId = flat[Math.max(0, Math.min(flat.length - 1, i))].wf.id;
-	}
-
-	function pickActive() {
-		const row = flat.find((r) => r.wf.id === activeId) ?? flat[0];
-		if (row) pick(row.wf);
-	}
-
-	function pick(wf: Workflow) {
-		open = false;
-		query = '';
-		if (wf.id !== current?.id) onPick(wf);
-	}
-
-	function onKeydown(e: KeyboardEvent) {
-		if (e.key === 'ArrowDown') {
-			e.preventDefault();
-			moveActive(1);
-		} else if (e.key === 'ArrowUp') {
-			e.preventDefault();
-			moveActive(-1);
-		} else if (e.key === 'Enter') {
-			e.preventDefault();
-			pickActive();
-		}
-	}
-</script>
-
-<div class="picker">
-	<button
-		type="button"
-		id="desk-wf"
-		class="a-chip wf"
-		aria-haspopup="dialog"
-		aria-expanded={open}
-		title={current?.name ?? t('desk.pickWorkflow')}
-		onclick={() => (open = !open)}
-	>
-		<Icon name="playground" size={14} />
-		<span class="lbl">{current?.name ?? t('desk.pickWorkflow')}</span>
-	</button>
-	<ShellPop
-		bind:open
-		label={t('desk.pickWorkflow')}
-		placement="top"
-		width="520px"
-		arrowRoving={false}
-		onclose={() => (query = '')}
-	>
-		<!-- svelte-ignore a11y_no_static_element_interactions -->
-		<div class="pop-body" onkeydown={onKeydown}>
-			<div class="search">
-				<Icon name="search" size={14} />
-				<input
-					class="search-input"
-					type="search"
-					bind:value={query}
-					placeholder={t('desk.wfSearchPh')}
-					aria-label={t('desk.wfSearchPh')}
-				/>
-			</div>
-			<div class="list" role="listbox" aria-label={t('desk.pickWorkflow')}>
-				{#each groups as g (g.usage)}
-					<div class="a-menu-group">{usageLabel(g.usage)} · {g.items.length}</div>
-					{#each g.items as r (r.wf.id)}
-						{@const cur = r.wf.id === current?.id}
-						<button
-							type="button"
-							class="a-menu-item row"
-							class:off={r.status.tone === 'err'}
-							class:active={r.wf.id === activeId}
-							role="option"
-							aria-current={cur ? 'true' : undefined}
-							aria-selected={r.wf.id === activeId ? 'true' : undefined}
-							onclick={() => pick(r.wf)}
-							onpointermove={() => (activeId = r.wf.id)}
-						>
-							<span class="main">
-								<span class="a-menu-label">{r.wf.name}{cur ? ` · ${t('desk.wfCurrent')}` : ''}</span>
-								<span class="sub">
-									<span class="a-tag">{r.summary}</span>
-									<span class="a-tag">{r.conn}</span>
-								</span>
-							</span>
-							<span class="a-tag {r.status.tone}">{r.status.label}</span>
-						</button>
-					{/each}
-				{:else}
-					<p class="empty">{t('desk.wfNoMatch')}</p>
-				{/each}
-			</div>
-			<div class="foot">
-				<a class="a-btn ghost sm" href="/connections">
-					<Icon name="upload" size={13} />
-					{t('desk.wfImport')}
-				</a>
-				<span class="keys">
-					<span class="a-kbd">↑↓</span>{t('desk.keySelect')}
-					<span class="a-kbd">Enter</span>{t('desk.keyUse')}
-					<span class="a-kbd">Esc</span>{t('desk.keyClose')}
-				</span>
-			</div>
-		</div>
-	</ShellPop>
-</div>
-
-	<style>
-	.picker {
-		position: relative;
-		min-width: 0;
-	}
-	.pop-body {
-		display: flex;
-		flex-direction: column;
-	}
-	.search {
-		display: flex;
-		align-items: center;
-		gap: var(--sp-3);
-		padding: var(--sp-3) var(--sp-4) var(--sp-4);
-		border-bottom: 1px solid var(--line);
-		color: var(--text-3);
-	}
-	.search-input {
-		flex: 1;
-		min-width: 0;
-		border: 0;
-		outline: 0;
-		background: transparent;
-		color: var(--text);
-		font: inherit;
-		font-size: var(--fs-section);
-	}
-	.search-input::placeholder {
-		color: var(--text-3);
-	}
-	/* Search and foot stay put; only the list scrolls inside the pop's max-height. */
-	.list {
-		max-height: min(380px, 50vh);
-		overflow-y: auto;
-		padding: var(--sp-1) 0;
-	}
-	.row {
-		align-items: center;
-	}
-	/* 键盘游走选中态（↑↓ 选择 · Enter 使用） */
-	.row.active {
-		background: var(--bg-4);
-	}
-	.main {
-		display: grid;
-		gap: 2px;
-		flex: 1;
-		min-width: 0;
-	}
-	.main .a-menu-label {
-		font-weight: 500;
-	}
-	.row.off .a-menu-label {
-		color: var(--text-3);
-	}
-	.sub {
-		display: flex;
-		flex-wrap: wrap;
-		gap: var(--sp-1);
-	}
-	.empty {
-		margin: 0;
-		padding: var(--sp-6) var(--sp-4);
-		color: var(--text-3);
-		font-size: var(--fs-aux);
-	}
-	.foot {
-		display: flex;
-		align-items: center;
-		gap: var(--sp-2);
-		padding: var(--sp-3) var(--sp-1) 0;
-		border-top: 1px solid var(--line);
-	}
-	.keys {
-		display: inline-flex;
-		align-items: center;
-		gap: var(--sp-1);
-		margin-left: auto;
-		font-size: var(--fs-mini);
-		color: var(--text-3);
-		white-space: nowrap;
-	}
-	.keys .a-kbd:not(:first-child) {
-		margin-left: var(--sp-2);
-	}
-	@media (max-width: 760px) {
-		.keys {
-			display: none;
-		}
-	}
-</style>

calliope-web/src/lib/components/generate/context.ts

@@ -3,8 +3,9 @@ import type { DeskKind } from './schema';
 
 /**
  * 五段创作 → 生成台 handoff, carried in the URL so a reload keeps it.
- * The desk only prefills from it; the playground generate API has no
- * project/shot link, so results stay in the desk feed (no backfill).
+ * The desk prefills from it and, when the full source identity is present
+ * (sourceKind/sourceId), sends it along with the generate request so a
+ * finished take can be flowed back to its source row (HEL-684).
  */
 export interface DeskContext {
 	kind: DeskKind;
@@ -15,10 +16,30 @@ export interface DeskContext {
 	prompt?: string;
 	negative?: string;
 	durationSec?: number;
+	/** Real source row identity — only present on links the workbench
+	 * stamped with it; without it no flow-back is offered (nothing guessed). */
+	sourceKind?: 'asset' | 'shot';
+	sourceId?: string;
+}
+
+/** The generate-request context payload shape (HEL-684). */
+export interface DeskWorkbenchContext {
+	project_id: number;
+	stage: 'assets' | 'shot';
+	source_kind: 'asset' | 'shot';
+	source_id: string;
+	label?: string;
 }
 
 const STAGES: WorkbenchStageKey[] = ['script', 'style', 'storyboard', 'assets', 'shot'];
 
+/** Stage ↔ desk kind pairing the workbench rows render (assets → image,
+ * shot → video). Anything else cannot display a flowed-back take. */
+const KIND_BY_STAGE: Partial<Record<WorkbenchStageKey, DeskKind>> = {
+	assets: 'image',
+	shot: 'video',
+};
+
 export function deskHref(ctx: DeskContext): string {
 	const q = new URLSearchParams({
 		from: 'workbench',
@@ -29,6 +50,10 @@ export function deskHref(ctx: DeskContext): string {
 	if (ctx.prompt) q.set('prompt', ctx.prompt);
 	if (ctx.negative) q.set('negative', ctx.negative);
 	if (ctx.durationSec != null) q.set('duration', String(ctx.durationSec));
+	if (ctx.sourceKind && ctx.sourceId) {
+		q.set('source_kind', ctx.sourceKind);
+		q.set('source_id', ctx.sourceId);
+	}
 	return `/${ctx.kind}?${q.toString()}`;
 }
 
@@ -39,6 +64,13 @@ export function readDeskContext(url: URL, kind: DeskKind): DeskContext | null {
 	const stage = q.get('stage') as WorkbenchStageKey | null;
 	if (!Number.isInteger(projectId) || projectId <= 0 || !stage || !STAGES.includes(stage)) return null;
 	const duration = Number(q.get('duration'));
+	const rawKind = q.get('source_kind');
+	const rawId = q.get('source_id') ?? '';
+	// Source identity is only kept when it is complete and self-consistent;
+	// old/hand-made links keep today's prefill-only behavior.
+	const expectedKind = stage === 'assets' ? 'asset' : stage === 'shot' ? 'shot' : null;
+	const sourceKind = rawKind === 'asset' || rawKind === 'shot' ? rawKind : null;
+	const hasSource = sourceKind !== null && sourceKind === expectedKind && rawId.trim() !== '';
 	return {
 		kind,
 		projectId,
@@ -47,9 +79,29 @@ export function readDeskContext(url: URL, kind: DeskKind): DeskContext | null {
 		prompt: q.get('prompt') ?? undefined,
 		negative: q.get('negative') ?? undefined,
 		durationSec: Number.isFinite(duration) && duration > 0 ? duration : undefined,
+		sourceKind: hasSource ? (sourceKind as 'asset' | 'shot') : undefined,
+		sourceId: hasSource ? rawId : undefined,
 	};
 }
 
+/**
+ * The context a generate request carries: only when the full, real source
+ * identity is present AND the desk kind matches what that stage renders.
+ */
+export function workbenchContextOf(ctx: DeskContext | null): DeskWorkbenchContext | undefined {
+	if (!ctx?.sourceId || !ctx.sourceKind) return undefined;
+	if (ctx.stage !== 'assets' && ctx.stage !== 'shot') return undefined;
+	if (KIND_BY_STAGE[ctx.stage] !== ctx.kind) return undefined;
+	const out: DeskWorkbenchContext = {
+		project_id: ctx.projectId,
+		stage: ctx.stage,
+		source_kind: ctx.sourceKind,
+		source_id: ctx.sourceId,
+	};
+	if (ctx.label.trim()) out.label = ctx.label;
+	return out;
+}
+
 export function backHref(ctx: DeskContext): string {
 	return `/workbench/${ctx.projectId}?stage=${ctx.stage}`;
 }

calliope-web/src/lib/components/generate/takes.ts

@@ -9,6 +9,34 @@ import { classifySchema, inputRole, isFirstFrame, isLastFrame, isMedia } from '.
 
 export type FeedFilter = 'all' | 'image' | 'video' | 'failed';
 
+/** The workbench source a take was generated with, if any (HEL-684). */
+export interface TakeWorkbenchCtx {
+	projectId: number;
+	stage: string;
+	sourceKind: 'asset' | 'shot';
+	sourceId: string;
+	label?: string;
+}
+
+export function workbenchCtxOf(job: Job): TakeWorkbenchCtx | null {
+	const stamp = job.payload?.workbench;
+	if (!stamp || typeof stamp !== 'object') return null;
+	const s = stamp as Record<string, unknown>;
+	const projectId = s.project_id;
+	const stage = typeof s.stage === 'string' ? s.stage : '';
+	const sourceKind = s.source_kind === 'asset' || s.source_kind === 'shot' ? s.source_kind : null;
+	const sourceId = typeof s.source_id === 'string' ? s.source_id : '';
+	if (typeof projectId !== 'number' || !stage || !sourceKind || !sourceId) return null;
+	const label = typeof s.label === 'string' && s.label.trim() ? s.label : undefined;
+	return {
+		projectId,
+		stage,
+		sourceKind,
+		sourceId,
+		label,
+	};
+}
+
 export function jobValues(job: Job): Record<string, unknown> {
 	return (job.payload?.input_values ?? {}) as Record<string, unknown>;
 }

calliope-web/src/lib/components/home/AProjectCard.svelte

@@ -35,7 +35,13 @@
 	);
 
 	// Five-stage creation progress (HEL-614) — real stage rows only.
-	const STAGE_SEGMENTS = ['script', 'style', 'storyboard', 'assets', 'shot'] as const;
+	const STAGE_SEGMENTS = [
+		'script',
+		'style',
+		'storyboard',
+		'assets',
+		'shot',
+	] as const;
 	function segClass(key: string): string {
 		const state = stats.stage_status?.[key];
 		if (state === 'confirmed') return 'seg-confirmed';
@@ -46,13 +52,16 @@
 
 	// Spec §2.1 allows the five avatar gradients as cover placeholders.
 	const PLACEHOLDER_GRADIENTS = [
-		'var(--avatar-1)',
-		'var(--avatar-2)',
-		'var(--avatar-3)',
-		'var(--avatar-4)',
-		'var(--avatar-5)',
+		'#1f262c',
+		'#253036',
+		'#2d2333',
+		'#26372c',
+		'#302836',
 	];
-	const placeholder = $derived(PLACEHOLDER_GRADIENTS[project.id % PLACEHOLDER_GRADIENTS.length]);
+	const placeholderIdx = $derived(project.id % PLACEHOLDER_GRADIENTS.length);
+	const placeholder = $derived(PLACEHOLDER_GRADIENTS[placeholderIdx]);
+	// HEL-680 灰阶封面占位：1–2 亮阶配深图标，3–5 暗阶配浅图标
+	const placeholderIconColor = $derived('var(--text-2)');
 
 	const coverUrl = $derived(assetUrl(project.cover_path));
 
@@ -64,17 +73,28 @@
 		if (stats.stage_confirmed >= STAGE_SEGMENTS.length) {
 			return { cls: 'st-done', label: t('home.statusDone') };
 		}
-		const current = STAGE_SEGMENTS.find((k) => stats.stage_status?.[k] !== 'confirmed');
+		const current = STAGE_SEGMENTS.find(
+			(k) => stats.stage_status?.[k] !== 'confirmed',
+		);
 		const state = current ? stats.stage_status?.[current] : undefined;
 		const stageName = current ? t(`workbench.stage.${current}`) : '';
 		if (state === 'running') {
-			return { cls: 'st-progress', label: `${stageName} · ${t('workbench.state.running')}` };
+			return {
+				cls: 'st-progress',
+				label: `${stageName} · ${t('workbench.state.running')}`,
+			};
 		}
 		if (state === 'awaiting_confirm') {
-			return { cls: 'st-pending', label: `${stageName} · ${t('workbench.state.draft')}` };
+			return {
+				cls: 'st-pending',
+				label: `${stageName} · ${t('workbench.state.draft')}`,
+			};
 		}
 		if (stats.stage_confirmed > 0) {
-			return { cls: 'st-progress', label: `${stageName} · ${t('home.statusProgress')}` };
+			return {
+				cls: 'st-progress',
+				label: `${stageName} · ${t('home.statusProgress')}`,
+			};
 		}
 		return { cls: 'st-draft', label: t('home.statusDraft') };
 	});
@@ -132,7 +152,9 @@
 			toast.success(t('projectCard.renamedTo', { title: renameValue }));
 		},
 		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('projectCard.renameFailed'));
+			toast.error(
+				err instanceof Error ? err.message : t('projectCard.renameFailed'),
+			);
 		},
 	});
 
@@ -152,7 +174,9 @@
 			toast.success(t('projectCard.deleted', { title: project.title }));
 		},
 		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('projectCard.deleteFailed'));
+			toast.error(
+				err instanceof Error ? err.message : t('projectCard.deleteFailed'),
+			);
 		},
 	});
 </script>
@@ -174,8 +198,15 @@
 					onerror={() => (coverFailed = true)}
 				/>
 			{:else}
-				<span class="cover-ph" style:background={placeholder} aria-hidden="true">
-					<Icon name="film" size={22} />
+				<span
+					class="cover-ph"
+					style:background={placeholder}
+					style:color={placeholderIconColor}
+					aria-hidden="true"
+				>
+					<span class="cover-type"
+						>✳<small>STORY / {String(project.id).padStart(3, '0')}</small></span
+					>
 				</span>
 			{/if}
 			<span class="status-tag {cover.cls}">{cover.label}</span>
@@ -188,11 +219,14 @@
 			<span class="idea">{project.idea || t('home.noIdea')}</span>
 			<span class="stage-bar" aria-label={t('home.stageProgress')}>
 				{#each STAGE_SEGMENTS as key (key)}
-					<span class="seg {segClass(key)}" title={t(`workbench.stage.${key}`)}></span>
+					<span class="seg {segClass(key)}" title={t(`workbench.stage.${key}`)}
+					></span>
 				{/each}
 				<span class="seg-count mono">{stats.stage_confirmed}/5</span>
 				{#if stats.active_jobs > 0}
-					<span class="jobs-pill">{t('home.activeJobs', { n: stats.active_jobs })}</span>
+					<span class="jobs-pill"
+						>{t('home.activeJobs', { n: stats.active_jobs })}</span
+					>
 				{/if}
 			</span>
 			<span class="meta">
@@ -222,7 +256,12 @@
 		</button>
 		{#if menuOpen}
 			<div class="menu" role="menu">
-				<button type="button" role="menuitem" class="menu-item" onclick={openRename}>
+				<button
+					type="button"
+					role="menuitem"
+					class="menu-item"
+					onclick={openRename}
+				>
 					<Icon name="edit" size={14} />
 					{t('common.rename')}
 				</button>
@@ -256,7 +295,9 @@
 		</label>
 	</form>
 	{#snippet footer()}
-		<Button variant="ghost" onclick={() => (renameOpen = false)}>{t('common.cancel')}</Button>
+		<Button variant="ghost" onclick={() => (renameOpen = false)}
+			>{t('common.cancel')}</Button
+		>
 		<Button
 			variant="primary"
 			disabled={!renameValue.trim() || $renameMutation.isPending}
@@ -524,9 +565,81 @@
 	}
 	.menu-item.danger:hover {
 		background: var(--error-dim);
-	}	.a-card :global(.field-input) {
+	}
+	.a-card :global(.field-input) {
 		background: var(--surface-2);
 		border-color: var(--border-strong);
 		color: var(--text);
 	}
+
+	.a-card {
+		background: transparent;
+		border: 0;
+		border-radius: 0;
+		overflow: visible;
+	}
+	.cover {
+		height: 180px;
+		border-radius: 12px;
+	}
+	.body {
+		padding: 12px 0 0;
+	}
+	.status-tag {
+		top: auto;
+		left: 12px;
+		right: auto;
+		bottom: 12px;
+		border: 0;
+		border-radius: 4px;
+		padding: 4px 7px;
+		background: #121218ed;
+		color: var(--text);
+		font-size: 9px;
+	}
+	.cover-type {
+		font-size: 56px;
+		font-weight: 300;
+		color: var(--text-3);
+	}
+	.cover-type small {
+		display: block;
+		font: 9px var(--mono);
+		letter-spacing: 1px;
+	}
+	.cover-img {
+		transition: transform 250ms var(--ease-out);
+	}
+	.stage-bar {
+		width: 100%;
+	}
+	.seg {
+		flex: 1;
+		height: 3px;
+	}
+	.meta-stats,
+	.meta-time {
+		font-size: 10px;
+	}
+	.idea {
+		font-size: 11px;
+		min-height: 0;
+	}
+	.menu-wrap {
+		left: auto;
+		right: 10px;
+	}
+	.menu-btn {
+		background: var(--surface);
+	}
+	.menu {
+		left: auto;
+		right: 0;
+		box-shadow: var(--shadow-float);
+	}
+	@media (hover: hover) {
+		.a-card:hover .cover-img {
+			transform: scale(1.035);
+		}
+	}
 </style>

calliope-web/src/lib/components/omni/AssetPickerModal.svelte

@@ -231,7 +231,7 @@
 	.tabs button.active {
 		background: var(--accent);
 		border-color: var(--accent);
-		color: #fff;
+		color: var(--accent-ink);
 	}
 
 	.tabs button:focus-visible {
@@ -341,7 +341,7 @@
 		height: 20px;
 		border-radius: 9999px;
 		background: var(--accent);
-		color: #fff;
+		color: var(--accent-ink);
 		display: flex;
 		align-items: center;
 		justify-content: center;

calliope-web/src/lib/components/omni/MediaTile.svelte

@@ -271,9 +271,9 @@
 		width: 20px;
 		height: 20px;
 		border-radius: 9999px;
-		background: rgba(0, 0, 0, 0.65);
+		background: var(--media-scrim);
 		border: none;
-		color: white;
+		color: var(--on-media);
 		cursor: pointer;
 		opacity: 0;
 		transition: opacity 0.15s;

calliope-web/src/lib/components/omni/PillPopover.svelte

@@ -173,7 +173,7 @@
 		padding: 0 4px;
 		border-radius: 9999px;
 		background: var(--accent);
-		color: white;
+		color: var(--accent-ink);
 		font-size: 10px;
 		font-weight: 700;
 	}

calliope-web/src/lib/components/omni/PillStepper.svelte

@@ -90,7 +90,7 @@
 
 	.step-btn:hover {
 		color: var(--text-primary);
-		background: rgba(255, 255, 255, 0.05);
+		background: var(--bg-4);
 	}
 
 	.step-btn:focus-visible {

calliope-web/src/lib/components/refract/Hero.svelte

@@ -0,0 +1,253 @@
+<script lang="ts">
+	import { onMount } from 'svelte';
+	let { onStart, onImport }: { onStart: () => void; onImport: () => void } =
+		$props();
+	let card: HTMLDivElement;
+	onMount(() => {
+		let raf = 0,
+			x = 0,
+			v = 0,
+			target = 0,
+			time = 0;
+		const reduced = () =>
+			window.matchMedia('(prefers-reduced-motion: reduce)').matches ||
+			document.documentElement.dataset.reduce === '1';
+		function animate(now: number) {
+			const dt = Math.min((now - time) / 1000 || 0.016, 0.032);
+			time = now;
+			v += ((target - x) * 100 - v * 10) * dt;
+			x += v * dt;
+			card.style.transform = `rotate(${10 + x}deg) translateY(${-Math.abs(x)}px)`;
+			if (Math.abs(v) + Math.abs(target - x) > 0.01)
+				raf = requestAnimationFrame(animate);
+			else raf = 0;
+		}
+		function go(value: number) {
+			if (reduced()) return;
+			target = value;
+			if (!raf) {
+				time = performance.now();
+				raf = requestAnimationFrame(animate);
+			}
+		}
+		const enter = () => go(-5),
+			leave = () => go(0);
+		card.addEventListener('pointerenter', enter);
+		card.addEventListener('pointerleave', leave);
+		return () => {
+			cancelAnimationFrame(raf);
+			card.removeEventListener('pointerenter', enter);
+			card.removeEventListener('pointerleave', leave);
+		};
+	});
+</script>
+
+<section class="refract-hero">
+	<div class="hero-copy">
+		<div class="eyebrow">● A SPACE FOR THE UNEXPECTED</div>
+		<h1>让想象，<br /><span>在这里成形。</span></h1>
+		<p>
+			从一个念头，到一组画面，再到一段故事。<br
+			/>你的模型、素材与灵感，都在同一个工作室。
+		</p>
+		<div class="hero-buttons">
+			<button class="a-btn primary" onclick={onStart}>开始创作 →</button><button
+				class="text-button"
+				onclick={onImport}>导入已有剧本 ↗</button
+			>
+		</div>
+	</div>
+	<div class="hero-art">
+		<img
+			class="hero-photo"
+			src="/refract/coast.jpg"
+			alt="海岸与薄雾构成的灵感画面"
+		/>
+		<div class="art-circle"></div>
+		<span class="hero-star">✳</span>
+		<div class="art-label">
+			VISUAL STUDY / 001<br />LIGHT, SPACE &amp; POSSIBILITY
+		</div>
+		<div class="hero-card" bind:this={card}>
+			<img src="/refract/arch.jpg" alt="建筑几何参考" /><span
+				>FOUND IN THE IN-BETWEEN</span
+			>
+		</div>
+		<div class="art-word">Beyond<br />the ordinary.</div>
+	</div>
+</section>
+
+<style>
+	.refract-hero {
+		display: grid;
+		grid-template-columns: 1fr 1.12fr;
+		min-height: 322px;
+		border-radius: 18px;
+		background:
+			radial-gradient(ellipse at 0 0, #7850ff1a, transparent 70%), #141419;
+		border: 1px solid var(--line);
+		overflow: hidden;
+		position: relative;
+	}
+	.hero-copy {
+		padding: 35px 40px;
+		display: flex;
+		flex-direction: column;
+		justify-content: center;
+		position: relative;
+		z-index: 1;
+	}
+	.eyebrow {
+		color: var(--accent);
+		font-size: 9px;
+		letter-spacing: 1.3px;
+		margin-bottom: 19px;
+	}
+	h1 {
+		font-size: clamp(33px, 3vw, 47px);
+		line-height: 1.3;
+		margin: 0 0 15px;
+		font-weight: 650;
+		letter-spacing: -1.6px;
+	}
+	h1 span {
+		color: var(--accent);
+	}
+	p {
+		font-size: 12px;
+		line-height: 1.9;
+		color: var(--text-3);
+		margin: 0 0 23px;
+	}
+	.hero-buttons {
+		display: flex;
+		gap: 20px;
+		align-items: center;
+	}
+	.hero-buttons .a-btn {
+		height: 41px;
+		padding: 0 20px;
+	}
+	.text-button {
+		border: 0;
+		background: none;
+		color: var(--text-2);
+		font-size: 11px;
+		cursor: pointer;
+	}
+	.hero-art {
+		position: relative;
+		overflow: hidden;
+		background: #d2dbe4;
+		min-height: 322px;
+		isolation: isolate;
+	}
+	.hero-photo {
+		position: absolute;
+		inset: 0;
+		width: 100%;
+		height: 100%;
+		object-fit: cover;
+		object-position: center 70%;
+		filter: contrast(0.92) saturate(0.7);
+	}
+	.art-circle {
+		position: absolute;
+		width: 270px;
+		height: 270px;
+		border: 1px solid #ffffff88;
+		border-radius: 50%;
+		top: 28px;
+		left: 75px;
+		z-index: 1;
+	}
+	.art-circle:before,
+	.art-circle:after {
+		content: '';
+		position: absolute;
+		border: 1px solid #ffffff66;
+		border-radius: 50%;
+		inset: 26px;
+	}
+	.art-circle:after {
+		inset: 57px;
+	}
+	.art-word {
+		position: absolute;
+		bottom: 22px;
+		left: 23px;
+		z-index: 2;
+		font-family: Georgia, serif;
+		font-size: 64px;
+		color: white;
+		line-height: 0.8;
+		font-style: italic;
+		letter-spacing: -4px;
+	}
+	.art-label {
+		position: absolute;
+		top: 21px;
+		right: 22px;
+		z-index: 2;
+		color: #fff;
+		font-size: 9px;
+		text-align: right;
+		letter-spacing: 1.4px;
+	}
+	.hero-card {
+		position: absolute;
+		right: 27px;
+		top: 60px;
+		width: 145px;
+		height: 188px;
+		border: 5px solid var(--surface);
+		background: var(--surface);
+		box-shadow: 0 20px 30px #1b2a3530;
+		transform: rotate(10deg);
+		z-index: 3;
+	}
+	.hero-card img {
+		width: 100%;
+		height: 155px;
+		object-fit: cover;
+	}
+	.hero-card span {
+		font-family: monospace;
+		letter-spacing: 0.4px;
+		font-size: 8px;
+		display: block;
+		margin-top: 5px;
+		text-align: center;
+	}
+	.hero-star {
+		position: absolute;
+		top: 40px;
+		left: 57px;
+		color: var(--lime);
+		font-size: 65px;
+		line-height: 1;
+		z-index: 2;
+	}
+	@media (max-width: 1250px) {
+		.hero-copy {
+			padding: 28px;
+		}
+		.hero-copy h1 {
+			font-size: 35px;
+		}
+		.hero-buttons {
+			gap: 10px;
+		}
+		.hero-card {
+			width: 125px;
+			height: 164px;
+			right: 18px;
+		}
+		.hero-card img {
+			height: 131px;
+		}
+		.art-circle {
+			left: 20px;
+		}
+	}
+</style>

calliope-web/src/lib/components/shell/CommandPalette.svelte

@@ -1,218 +1,232 @@
 <script lang="ts">
-	import { goto } from '$app/navigation';
-	import { createQuery } from '@tanstack/svelte-query';
-	import { toStore } from 'svelte/store';
-	import { projects } from '$lib/api';
-	import { t } from '$lib/i18n.svelte';
-	import Icon from '$lib/components/ui/Icon.svelte';
-	import Modal from '$lib/components/ui/Modal.svelte';
-	import type { IconName } from '$lib/components/ui/icons';
-	import { NAV } from './nav';
+  import { goto } from "$app/navigation";
+  import { createQuery } from "@tanstack/svelte-query";
+  import { toStore } from "svelte/store";
+  import { projects } from "$lib/api";
+  import { t } from "$lib/i18n.svelte";
+  import Icon from "$lib/components/ui/Icon.svelte";
+  import Modal from "$lib/components/ui/Modal.svelte";
+  import type { IconName } from "$lib/components/ui/icons";
+  import { NAV } from "./nav";
 
-	/** Ctrl/⌘K 搜索：跳到任一页面或项目（↑↓ 选择，Enter 打开，Esc 关闭）. */
-	let { open = $bindable(false) }: { open?: boolean } = $props();
+  /** Ctrl/⌘K 搜索：跳到任一页面或项目（↑↓ 选择，Enter 打开，Esc 关闭）. */
+  let { open = $bindable(false) }: { open?: boolean } = $props();
 
-	interface Entry {
-		key: string;
-		group: 'pages' | 'projects';
-		label: string;
-		icon: IconName;
-		href: string;
-	}
+  interface Entry {
+    key: string;
+    group: "pages" | "projects";
+    label: string;
+    icon: IconName;
+    href: string;
+  }
 
-	const listId = `palette-${Math.random().toString(36).slice(2, 9)}`;
-	let query = $state('');
-	let activeIndex = $state(0);
-	let list = $state<HTMLDivElement | null>(null);
+  const listId = `palette-${Math.random().toString(36).slice(2, 9)}`;
+  let query = $state("");
+  let activeIndex = $state(0);
+  let list = $state<HTMLDivElement | null>(null);
 
-	const projectsQuery = createQuery(
-		toStore(() => ({
-			queryKey: ['projects'],
-			queryFn: projects.list,
-			enabled: open,
-			staleTime: 30_000,
-		})),
-	);
+  const projectsQuery = createQuery(
+    toStore(() => ({
+      queryKey: ["projects"],
+      queryFn: projects.list,
+      enabled: open,
+      staleTime: 30_000,
+    })),
+  );
 
-	const entries = $derived.by<Entry[]>(() => {
-		const pages: Entry[] = NAV.map((item) => ({
-			key: `page-${item.id}`,
-			group: 'pages',
-			label: t(item.labelKey),
-			icon: item.icon,
-			href: item.href,
-		}));
-		const projectEntries: Entry[] = ($projectsQuery.data ?? []).map((p) => ({
-			key: `project-${p.id}`,
-			group: 'projects',
-			label: p.title,
-			icon: 'story',
-			href: `/workbench/${p.id}`,
-		}));
-		const q = query.trim().toLowerCase();
-		const all = [...pages, ...projectEntries];
-		return q ? all.filter((e) => e.label.toLowerCase().includes(q)) : all;
-	});
+  const entries = $derived.by<Entry[]>(() => {
+    const pages: Entry[] = NAV.map((item) => ({
+      key: `page-${item.href}`,
+      group: "pages",
+      label: item.label,
+      icon: item.icon,
+      href: item.href,
+    }));
+    const projectEntries: Entry[] = ($projectsQuery.data ?? []).map((p) => ({
+      key: `project-${p.id}`,
+      group: "projects",
+      label: p.title,
+      icon: "story",
+      href: `/workbench/${p.id}`,
+    }));
+    const q = query.trim().toLowerCase();
+    const all = [...pages, ...projectEntries];
+    return q ? all.filter((e) => e.label.toLowerCase().includes(q)) : all;
+  });
 
-	$effect(() => {
-		void query;
-		activeIndex = 0;
-	});
+  $effect(() => {
+    void query;
+    activeIndex = 0;
+  });
 
-	$effect(() => {
-		if (!open) query = '';
-	});
+  $effect(() => {
+    if (!open) query = "";
+  });
 
-	function optionId(index: number) {
-		return `${listId}-${index}`;
-	}
+  function optionId(index: number) {
+    return `${listId}-${index}`;
+  }
 
-	function go(entry: Entry) {
-		open = false;
-		void goto(entry.href);
-	}
+  function go(entry: Entry) {
+    open = false;
+    void goto(entry.href);
+  }
 
-	function move(step: number) {
-		if (entries.length === 0) return;
-		activeIndex = (activeIndex + step + entries.length) % entries.length;
-		list?.querySelector(`#${optionId(activeIndex)}`)?.scrollIntoView({ block: 'nearest' });
-	}
+  function move(step: number) {
+    if (entries.length === 0) return;
+    activeIndex = (activeIndex + step + entries.length) % entries.length;
+    list
+      ?.querySelector(`#${optionId(activeIndex)}`)
+      ?.scrollIntoView({ block: "nearest" });
+  }
 
-	function handleKeydown(event: KeyboardEvent) {
-		if (event.key === 'ArrowDown') {
-			event.preventDefault();
-			move(1);
-		} else if (event.key === 'ArrowUp') {
-			event.preventDefault();
-			move(-1);
-		} else if (event.key === 'Enter') {
-			const entry = entries[activeIndex];
-			if (entry) {
-				event.preventDefault();
-				go(entry);
-			}
-		}
-	}
+  function handleKeydown(event: KeyboardEvent) {
+    if (event.key === "ArrowDown") {
+      event.preventDefault();
+      move(1);
+    } else if (event.key === "ArrowUp") {
+      event.preventDefault();
+      move(-1);
+    } else if (event.key === "Enter") {
+      const entry = entries[activeIndex];
+      if (entry) {
+        event.preventDefault();
+        go(entry);
+      }
+    }
+  }
 
-	function focusOnMount(node: HTMLInputElement) {
-		requestAnimationFrame(() => node.focus());
-	}
+  function focusOnMount(node: HTMLInputElement) {
+    requestAnimationFrame(() => node.focus());
+  }
 </script>
 
-<Modal bind:open title={t('shell.searchTitle')}>
-	<div class="palette">
-		<div class="palette-search">
-			<Icon name="search" size={16} />
-			<input
-				use:focusOnMount
-				class="palette-input"
-				type="text"
-				bind:value={query}
-				placeholder={t('shell.searchPlaceholder')}
-				role="combobox"
-				aria-expanded="true"
-				aria-controls={listId}
-				aria-autocomplete="list"
-				aria-activedescendant={entries.length ? optionId(activeIndex) : undefined}
-				aria-label={t('shell.searchTitle')}
-				onkeydown={handleKeydown}
-			/>
-		</div>
-		<div class="palette-list" id={listId} role="listbox" bind:this={list} aria-label={t('shell.searchTitle')}>
-			{#if entries.length === 0}
-				<p class="palette-empty">{t('shell.searchEmpty', { q: query.trim() })}</p>
-			{/if}
-			{#each entries as entry, i (entry.key)}
-				{#if i === 0 || entries[i - 1].group !== entry.group}
-					<div class="a-menu-group" role="presentation">
-						{entry.group === 'pages' ? t('shell.searchGroupPages') : t('shell.searchGroupProjects')}
-					</div>
-				{/if}
-				<div
-					id={optionId(i)}
-					class="a-menu-item"
-					class:active={i === activeIndex}
-					role="option"
-					tabindex="-1"
-					aria-selected={i === activeIndex}
-					onpointermove={() => (activeIndex = i)}
-					onmousedown={(e) => e.preventDefault()}
-					onclick={() => go(entry)}
-					onkeydown={handleKeydown}
-				>
-					<Icon name={entry.icon} size={15} />
-					<span class="a-menu-label">{entry.label}</span>
-					<span class="a-menu-meta mono">{entry.href}</span>
-				</div>
-			{/each}
-		</div>
-		<p class="palette-hint">
-			<span class="a-kbd">↑↓</span>{t('shell.searchHintMove')}
-			<span class="a-kbd">Enter</span>{t('shell.searchHintOpen')}
-			<span class="a-kbd">Esc</span>{t('shell.searchHintClose')}
-		</p>
-	</div>
+<Modal bind:open title={t("shell.searchTitle")}>
+  <div class="palette">
+    <div class="palette-search">
+      <Icon name="search" size={16} />
+      <input
+        use:focusOnMount
+        class="palette-input"
+        type="text"
+        bind:value={query}
+        placeholder={t("shell.searchPlaceholder")}
+        role="combobox"
+        aria-expanded="true"
+        aria-controls={listId}
+        aria-autocomplete="list"
+        aria-activedescendant={entries.length
+          ? optionId(activeIndex)
+          : undefined}
+        aria-label={t("shell.searchTitle")}
+        onkeydown={handleKeydown}
+      />
+    </div>
+    <div
+      class="palette-list"
+      id={listId}
+      role="listbox"
+      bind:this={list}
+      aria-label={t("shell.searchTitle")}
+    >
+      {#if entries.length === 0}
+        <p class="palette-empty">
+          {t("shell.searchEmpty", { q: query.trim() })}
+        </p>
+      {/if}
+      {#each entries as entry, i (entry.key)}
+        {#if i === 0 || entries[i - 1].group !== entry.group}
+          <div class="a-menu-group" role="presentation">
+            {entry.group === "pages"
+              ? t("shell.searchGroupPages")
+              : t("shell.searchGroupProjects")}
+          </div>
+        {/if}
+        <div
+          id={optionId(i)}
+          class="a-menu-item"
+          class:active={i === activeIndex}
+          role="option"
+          tabindex="-1"
+          aria-selected={i === activeIndex}
+          onpointermove={() => (activeIndex = i)}
+          onmousedown={(e) => e.preventDefault()}
+          onclick={() => go(entry)}
+          onkeydown={handleKeydown}
+        >
+          <Icon name={entry.icon} size={15} />
+          <span class="a-menu-label">{entry.label}</span>
+          <span class="a-menu-meta mono">{entry.href}</span>
+        </div>
+      {/each}
+    </div>
+    <p class="palette-hint">
+      <span class="a-kbd">↑↓</span>{t("shell.searchHintMove")}
+      <span class="a-kbd">Enter</span>{t("shell.searchHintOpen")}
+      <span class="a-kbd">Esc</span>{t("shell.searchHintClose")}
+    </p>
+  </div>
 </Modal>
 
 <style>
-	.palette {
-		display: flex;
-		flex-direction: column;
-		gap: var(--sp-3);
-	}
-	.palette-search {
-		display: flex;
-		align-items: center;
-		gap: var(--sp-3);
-		padding: 0 var(--sp-5);
-		border: 1px solid var(--line);
-		border-radius: var(--r-md);
-		background: var(--bg-3);
-		color: var(--text-3);
-		transition: border-color var(--d-state) ease;
-	}
-	.palette-search:focus-within {
-		border-color: var(--accent-line);
-	}
-	.palette-input {
-		flex: 1;
-		min-width: 0;
-		height: 40px;
-		border: 0;
-		outline: 0;
-		background: transparent;
-		color: var(--text);
-		font-family: inherit;
-		font-size: var(--fs-section);
-	}
-	.palette-input::placeholder {
-		color: var(--text-3);
-	}
-	.palette-list {
-		max-height: min(360px, 50vh);
-		overflow-y: auto;
-	}
-	.palette-empty {
-		margin: 0;
-		padding: var(--sp-6) var(--sp-4);
-		font-size: var(--fs-aux);
-		color: var(--text-3);
-		text-align: center;
-	}
-	.palette-hint {
-		display: flex;
-		align-items: center;
-		gap: var(--sp-2);
-		margin: 0;
-		font-size: var(--fs-mini);
-		color: var(--text-3);
-	}
-	.palette-hint .a-kbd:not(:first-child) {
-		margin-left: var(--sp-3);
-	}
-	@media (hover: none) {
-		.palette-hint {
-			display: none;
-		}
-	}
+  .palette {
+    display: flex;
+    flex-direction: column;
+    gap: var(--sp-3);
+  }
+  .palette-search {
+    display: flex;
+    align-items: center;
+    gap: var(--sp-3);
+    padding: 0 var(--sp-5);
+    border: 1px solid var(--line);
+    border-radius: var(--r-md);
+    background: var(--bg-3);
+    color: var(--text-3);
+    transition: border-color var(--d-state) ease;
+  }
+  .palette-search:focus-within {
+    border-color: var(--accent-line);
+  }
+  .palette-input {
+    flex: 1;
+    min-width: 0;
+    height: 40px;
+    border: 0;
+    outline: 0;
+    background: transparent;
+    color: var(--text);
+    font-family: inherit;
+    font-size: var(--fs-section);
+  }
+  .palette-input::placeholder {
+    color: var(--text-3);
+  }
+  .palette-list {
+    max-height: min(360px, 50vh);
+    overflow-y: auto;
+  }
+  .palette-empty {
+    margin: 0;
+    padding: var(--sp-6) var(--sp-4);
+    font-size: var(--fs-aux);
+    color: var(--text-3);
+    text-align: center;
+  }
+  .palette-hint {
+    display: flex;
+    align-items: center;
+    gap: var(--sp-2);
+    margin: 0;
+    font-size: var(--fs-mini);
+    color: var(--text-3);
+  }
+  .palette-hint .a-kbd:not(:first-child) {
+    margin-left: var(--sp-3);
+  }
+  @media (hover: none) {
+    .palette-hint {
+      display: none;
+    }
+  }
 </style>

calliope-web/src/lib/components/shell/ThemeChoices.svelte

@@ -0,0 +1,189 @@
+<script lang="ts">
+  import { THEMES, theme, setTheme, themeStorageUnavailable } from "$lib/theme";
+  let { compact = false }: { compact?: boolean } = $props();
+  function move(event: KeyboardEvent) {
+    const steps: Record<string, number> = {
+      ArrowRight: 1,
+      ArrowDown: 1,
+      ArrowLeft: -1,
+      ArrowUp: -1,
+    };
+    const step = steps[event.key];
+    if (!step && event.key !== "Home" && event.key !== "End") return;
+    event.preventDefault();
+    const group = (event.currentTarget as HTMLElement).closest(
+      ".choices",
+    ) as HTMLElement;
+    const buttons = [...group.querySelectorAll<HTMLButtonElement>("button")];
+    const current = buttons.indexOf(
+      document.activeElement as HTMLButtonElement,
+    );
+    const next =
+      event.key === "Home"
+        ? 0
+        : event.key === "End"
+          ? buttons.length - 1
+          : (current + step + buttons.length) % buttons.length;
+    buttons[next]?.focus();
+  }
+</script>
+
+<div class="choices" class:compact role="group" aria-label="外观主题">
+  {#each THEMES as item}
+    <button
+      class="choice"
+      class:selected={$theme === item.id}
+      aria-pressed={$theme === item.id}
+      onkeydown={move}
+      onclick={() => setTheme(item.id)}
+    >
+      <span class="preview" data-theme={item.id} aria-hidden="true"
+        ><span class="rail"></span><span class="list"
+          ><i></i><i></i><i></i></span
+        ><span class="stage"><i></i><b></b></span></span
+      >
+      <span class="copy"
+        ><strong>{item.name}</strong><small>{item.english}</small><span
+          >{item.description}</span
+        ></span
+      >
+      <span class="check" aria-hidden="true"
+        >{$theme === item.id ? "✓" : ""}</span
+      >
+    </button>
+  {/each}
+</div>
+{#if $themeStorageUnavailable}<p class="notice" role="status">
+    浏览器禁止本地存储：本次有效，其他操作不受影响
+  </p>{/if}
+
+<style>
+  .choices {
+    display: grid;
+    grid-template-columns: repeat(4, minmax(0, 1fr));
+    gap: 10px;
+  }
+  .choices.compact {
+    grid-template-columns: 1fr;
+  }
+  .choice {
+    display: grid;
+    grid-template-columns: minmax(0, 1fr) 18px;
+    gap: 8px;
+    padding: 8px;
+    border: 1px solid var(--line-2);
+    border-radius: var(--r-md);
+    background: var(--bg-2);
+    color: var(--tx-1);
+    text-align: left;
+    cursor: pointer;
+  }
+  .choice:hover {
+    border-color: var(--line-3);
+    background: var(--bg-3);
+  }
+  .choice.selected {
+    border-color: var(--gold);
+  }
+  .choice:focus-visible {
+    outline: 2px solid var(--info);
+    outline-offset: 2px;
+  }
+  .compact .choice {
+    grid-template-columns: 76px minmax(0, 1fr) 18px;
+    align-items: center;
+  }
+  .preview {
+    grid-column: 1 / -1;
+    height: 64px;
+    border-radius: var(--r-sm);
+    overflow: hidden;
+    display: grid;
+    grid-template-columns: 12px 22px 1fr;
+    background: var(--bg-0);
+    border: 1px solid var(--line-2);
+  }
+  .compact .preview {
+    grid-column: auto;
+    height: 48px;
+  }
+  .rail,
+  .list {
+    background: var(--bg-1);
+    border-right: 1px solid var(--line);
+  }
+  .rail::before {
+    content: "";
+    display: block;
+    width: 4px;
+    height: 4px;
+    margin: 6px auto;
+    border-radius: 50%;
+    background: var(--gold);
+  }
+  .list {
+    display: flex;
+    flex-direction: column;
+    gap: 3px;
+    padding: 6px 3px;
+  }
+  .list i {
+    height: 4px;
+    border-radius: 2px;
+    background: var(--line-3);
+  }
+  .list i:first-child {
+    background: var(--sc-image);
+  }
+  .stage {
+    padding: 5px 6px;
+    display: flex;
+    flex-direction: column;
+    gap: 4px;
+  }
+  .stage i {
+    flex: 1;
+    border-radius: 3px;
+    background: var(--bg-3);
+    border: 1px solid var(--line-2);
+  }
+  .stage b {
+    height: 9px;
+    width: 18px;
+    align-self: end;
+    border-radius: 2px;
+    background: var(--grad-gold);
+  }
+  .copy {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 2px 6px;
+    min-width: 0;
+  }
+  .copy strong {
+    font-size: 13px;
+  }
+  .copy small {
+    font: 10px var(--mono);
+    color: var(--tx-3);
+    align-self: center;
+  }
+  .copy > span {
+    width: 100%;
+    font-size: 11px;
+    color: var(--tx-2);
+  }
+  .check {
+    color: var(--gold);
+  }
+  .notice {
+    font-size: 12px;
+    color: var(--tx-2);
+    margin: 12px 0 0;
+  }
+  @media (max-width: 1366px) {
+    .choices:not(.compact) {
+      grid-template-columns: repeat(2, minmax(0, 1fr));
+    }
+  }
+</style>

calliope-web/src/lib/components/shell/nav.ts

@@ -1,72 +1,130 @@
-import type { IconName } from '$lib/components/ui/icons';
+import type { IconName } from "$lib/components/ui/icons";
 
+// IDs are retained for the existing page contracts while B1–B4 replace layouts.
 export type NavId =
-	| 'projects'
-	| 'workbench'
-	| 'image'
-	| 'video'
-	| 'tasks'
-	| 'agents'
-	| 'connections'
-	| 'models'
-	| 'library'
-	| 'settings';
-
+  | "projects"
+  | "workbench"
+  | "image"
+  | "video"
+  | "tasks"
+  | "agents"
+  | "connections"
+  | "models"
+  | "library"
+  | "settings"
+  | "canvas"
+  | "workflows";
 export interface NavItem {
-	id: NavId;
-	labelKey: string;
-	icon: IconName;
-	href: string;
+  id: NavId;
+  label: string;
+  icon: IconName;
+  href: string;
+  scene: "project" | "image" | "agent" | "manage" | "asset";
+  matches: (path: string) => boolean;
 }
-
-// Order is fixed by spec-v2 §3: 项目 / 创作工作台 / 生图 / 生视频 / 生成任务 /
-// 智能体 / ComfyUI 连接 / 模型设置 / 设置. HEL-649 §二 puts the connection
-// and settings entries at the foot of the 60px rail.
 export const NAV_MAIN: NavItem[] = [
-	{ id: 'projects', labelKey: 'shell.navProjects', icon: 'home', href: '/' },
-	{ id: 'workbench', labelKey: 'shell.navWorkbench', icon: 'story', href: '/workbench' },
-	{ id: 'image', labelKey: 'shell.navImage', icon: 'image', href: '/image' },
-	{ id: 'video', labelKey: 'shell.navVideo', icon: 'film', href: '/video' },
-	{ id: 'tasks', labelKey: 'shell.navTasks', icon: 'queue', href: '/tasks' },
-	{ id: 'agents', labelKey: 'shell.navAgents', icon: 'sparkle', href: '/agents' },
+  {
+    id: "projects",
+    label: "工作室",
+    icon: "home",
+    href: "/",
+    scene: "project",
+    matches: (p) => p === "/",
+  },
+  {
+    id: "workbench",
+    label: "项目",
+    icon: "folder",
+    href: "/workbench",
+    scene: "project",
+    matches: (p) => /^\/(workbench|project)(\/|$)/.test(p),
+  },
+  {
+    id: "image",
+    label: "创作台",
+    icon: "image",
+    href: "/create",
+    scene: "image",
+    matches: (p) =>
+      ["/create", "/image", "/video", "/playground", "/build-scene"].includes(
+        p,
+      ),
+  },
+  {
+    id: "agents",
+    label: "智能体",
+    icon: "sparkle",
+    href: "/agents",
+    scene: "agent",
+    matches: (p) => p === "/agents",
+  },
+  {
+    id: "canvas",
+    label: "画布",
+    icon: "story",
+    href: "/canvas",
+    scene: "manage",
+    matches: (p) => p.startsWith("/canvas"),
+  },
+  {
+    id: "library",
+    label: "素材库",
+    icon: "assets",
+    href: "/library",
+    scene: "asset",
+    matches: (p) => p === "/library",
+  },
+];
+export const NAV_MANAGE: NavItem[] = [
+  {
+    id: "tasks",
+    label: "任务",
+    icon: "clock",
+    href: "/tasks",
+    scene: "manage",
+    matches: (p) => p === "/tasks",
+  },
+  {
+    id: "workflows",
+    label: "工作流",
+    icon: "playground",
+    href: "/workflows",
+    scene: "manage",
+    matches: (p) => p === "/workflows",
+  },
+  {
+    id: "connections",
+    label: "模型连接",
+    icon: "link",
+    href: "/model-connections",
+    scene: "manage",
+    matches: (p) =>
+      ["/connections", "/models", "/model-connections"].includes(p),
+  },
 ];
-
 export const NAV_FOOT: NavItem[] = [
-	{ id: 'connections', labelKey: 'shell.navConnections', icon: 'link', href: '/connections' },
-	{ id: 'models', labelKey: 'shell.navModels', icon: 'assets', href: '/models' },
-	{ id: 'library', labelKey: 'shell.navLibrary', icon: 'folder', href: '/library' },
-	{ id: 'settings', labelKey: 'shell.navSettings', icon: 'settings', href: '/settings' },
+  {
+    id: "settings",
+    label: "设置",
+    icon: "settings",
+    href: "/settings",
+    scene: "manage",
+    matches: (p) => p === "/settings",
+  },
 ];
-
-export const NAV: NavItem[] = [...NAV_MAIN, ...NAV_FOOT];
-
-export interface TabItem {
-	id: 'projects' | 'workbench' | 'generate';
-	labelKey: string;
-	icon: IconName;
-	href: string;
-	/** Pages that light this tab up. */
-	covers: NavId[];
-}
-
-/** ≤760px bottom tab bar (§二): 项目 / 创作 / 生成 / 更多. */
-export const TABS: TabItem[] = [
-	{ id: 'projects', labelKey: 'shell.tabProjects', icon: 'home', href: '/', covers: ['projects'] },
-	{ id: 'workbench', labelKey: 'shell.tabCreate', icon: 'story', href: '/workbench', covers: ['workbench'] },
-	{
-		id: 'generate',
-		labelKey: 'shell.tabGenerate',
-		icon: 'image',
-		href: '/image',
-		covers: ['image', 'video'],
-	},
-];
-
-/**
- * Every page a tab does not link to directly lives in the 更多 sheet. 生视频
- * is still its own route, so it is listed there too until the two
- * generation pages merge.
- */
-export const MORE_ITEMS: NavItem[] = NAV.filter(
-	(item) => !TABS.some((tab) => tab.href === item.href),
-);
+// Tools awaiting their replacement keep reachable entries in global search.
+export const NAV = [
+  ...NAV_MAIN,
+  ...NAV_MANAGE,
+  ...NAV_FOOT,
+  { id: "video", label: "视频创作", icon: "film", href: "/video" },
+  { id: "models", label: "大语言模型", icon: "assets", href: "/models" },
+  {
+    id: "connections",
+    label: "ComfyUI 连接",
+    icon: "link",
+    href: "/connections",
+  },
+  { id: "image", label: "试验台", icon: "playground", href: "/playground" },
+  { id: "video", label: "三维搭景", icon: "story", href: "/build-scene" },
+] as const;

calliope-web/src/lib/components/studio/StudioGenerate.svelte

@@ -1,855 +0,0 @@
-<script lang="ts">
-	import { createQuery, useQueryClient } from '@tanstack/svelte-query';
-	import { toStore } from 'svelte/store';
-	import { tick, untrack } from 'svelte';
-	import { SvelteSet } from 'svelte/reactivity';
-	import { page } from '$app/state';
-	import Icon from '$lib/components/ui/Icon.svelte';
-	import Modal from '$lib/components/ui/Modal.svelte';
-	import AppShell from '$lib/components/shell/AppShell.svelte';
-	import Composer from '$lib/components/generate/Composer.svelte';
-	import ContextBar from '$lib/components/generate/ContextBar.svelte';
-	import Inspector from '$lib/components/generate/Inspector.svelte';
-	import ParamsPanel from '$lib/components/generate/ParamsPanel.svelte';
-	import TakeFeed from '$lib/components/generate/TakeFeed.svelte';
-	import { createTakeDeleteQueue } from '$lib/components/generate/takeDelete.svelte';
-	import { readDeskContext } from '$lib/components/generate/context';
-	import {
-		changedParams,
-		classifySchema,
-		listPaths,
-		missingMedia,
-		schemaDefaults,
-		validateForm,
-		type BlockReason,
-		type DeskKind,
-		type FormValue,
-		type FormValues,
-	} from '$lib/components/generate/schema';
-	import { matchesFilter, type FeedFilter } from '$lib/components/generate/takes';
-	import { apiErrorMessage, assetUrl, comfy, jobsApi, playgroundApi, projects, settings, workflows } from '$lib/api';
-	import { USAGE_BY_KIND, type Job, type Workflow } from '$lib/comfy/types';
-	import { compactInputValues } from '$lib/comfy/promptInput';
-	import { connectEvents } from '$lib/events';
-	import { handleJobEvent } from '$lib/jobProgress';
-	import { jobStatusInfo } from '$lib/jobStatus';
-	import { parseDbTs } from '$lib/dbtime';
-	import { toast } from '$lib/toast';
-	import { t } from '$lib/i18n.svelte';
-
-	/**
-	 * 生成台 (spec-v2 §3.3, HEL-650 C 批): one desk for images and video — the
-	 * take feed with the composer below and the inspector on the right.
-	 * `/image` and `/video` only preselect: the default workflow comes from
-	 * that kind's usages and the feed opens filtered to it. Slots and params
-	 * follow the selected workflow's JSON (see generate/schema.ts).
-	 */
-	interface Props {
-		kind: DeskKind;
-	}
-
-	let { kind }: Props = $props();
-
-	const client = useQueryClient();
-
-	// ------------------------------------------------------------------
-	// Data
-	// ------------------------------------------------------------------
-	const settingsQuery = createQuery({ queryKey: ['settings'], queryFn: settings.get });
-	const workflowsQuery = createQuery({ queryKey: ['workflows'], queryFn: workflows.list });
-	const jobsQuery = createQuery({
-		queryKey: ['playground-jobs'],
-		queryFn: playgroundApi.jobs,
-		refetchInterval: 5_000,
-	});
-
-	let ctxDismissed = $state(false);
-	const ctx = $derived(ctxDismissed ? null : readDeskContext(page.url, kind));
-	const projectsQuery = createQuery(
-		toStore(() => ({ queryKey: ['projects'], queryFn: projects.list, enabled: !!ctx })),
-	);
-	const ctxProjectTitle = $derived(
-		($projectsQuery.data ?? []).find((p) => p.id === ctx?.projectId)?.title ??
-			t('attach.projectFallback', { id: ctx?.projectId ?? '' }),
-	);
-
-	const endpoints = $derived($settingsQuery.data?.comfyui_endpoints ?? []);
-	const activeId = $derived($settingsQuery.data?.comfyui_active_id ?? endpoints[0]?.id ?? '');
-	const dryRun = $derived($settingsQuery.data?.dry_run === true);
-
-	// HEL-636/638: only confirmed usages with a settled output mapping.
-	const deskWorkflows = $derived(
-		($workflowsQuery.data ?? []).filter((w) => w.is_enabled && (w.usage ?? null) !== null && !w.needs_mapping),
-	);
-	const workflowById = $derived(new Map(($workflowsQuery.data ?? []).map((w) => [w.id, w])));
-	const workflowOf = (job: Job): Workflow | undefined =>
-		job.workflow_id != null ? workflowById.get(job.workflow_id) : undefined;
-
-	const allJobs = $derived($jobsQuery.data ?? []);
-
-	// Jobs enqueued from this desk — a fast failure can land before the
-	// jobs list refetch knows about them.
-	const submittedIds = new Set<number>();
-
-	// D 批: one-shot completion flash / failure shake (SSE-driven) and the
-	// 5-second undo window for record deletes.
-	const flashIds = new SvelteSet<number>();
-	const shakeIds = new SvelteSet<number>();
-	const deleteQueue = createTakeDeleteQueue(client);
-	const pendingIds = deleteQueue.pending;
-	$effect(() => deleteQueue.destroy);
-
-	function flashTake(id: number, ms: number, set: SvelteSet<number>) {
-		set.add(id);
-		setTimeout(() => set.delete(id), ms);
-	}
-
-	let feed = $state<TakeFeed | null>(null);
-	let orderedIds = $state<number[]>([]);
-
-	$effect(() => {
-		const off = connectEvents((ev) => {
-			handleJobEvent(ev);
-			if (ev.type === 'job.failed' && !ev.data.cancelled) {
-				const id = Number(ev.data.job_id);
-				// The SSE backlog replays old failures on every connect.
-				const known = allJobs.find((j) => j.id === id);
-				if (submittedIds.has(id) || (known && known.status !== 'failed')) {
-					toast.error(t('studio.jobFailedToast', { detail: String(ev.data.error ?? '') }));
-				}
-				flashTake(id, 400, shakeIds);
-			}
-			if (ev.type === 'job.completed') {
-				const id = Number(ev.data.job_id);
-				flashTake(id, 950, flashIds);
-				// 完成：检视区若正选中该条且为视频，自动播放。
-				if (selectedJobId === id) playSignal += 1;
-			}
-			if (ev.type === 'job.completed' && submittedIds.has(Number(ev.data.job_id)) && ev.data.dry_run) {
-				toast.info(t('studio.dryRunToast'));
-			}
-			if (ev.type.startsWith('job.') || ev.type === 'events.resync') {
-				void client.invalidateQueries({ queryKey: ['playground-jobs'] });
-				void client.invalidateQueries({ queryKey: ['jobs'] });
-			}
-		});
-		return off;
-	});
-
-	// ------------------------------------------------------------------
-	// Form state
-	// ------------------------------------------------------------------
-	let endpointTouched = $state(false);
-	let endpointId = $state('');
-	let workflowId = $state<number | null>(null);
-	let values = $state<FormValues>({});
-	let showErrors = $state(false);
-	let submitting = $state(false);
-	let sent = $state(false);
-	let slotBusy = $state(false);
-	let promptEl = $state<HTMLTextAreaElement | null>(null);
-	let pickerFor = $state<string | null>(null);
-
-	const currentWorkflow = $derived(deskWorkflows.find((w) => w.id === workflowId) ?? null);
-	const schema = $derived(currentWorkflow?.input_schema ?? []);
-	const ds = $derived(classifySchema(schema, currentWorkflow?.kind ?? kind));
-
-	// Default endpoint follows the workflow binding, then the active one —
-	// unless the user picked one explicitly.
-	$effect(() => {
-		if (endpointTouched) return;
-		endpointId = currentWorkflow?.endpoint_id ?? activeId ?? '';
-	});
-
-	// Default workflow: this entry's usages in priority order, runnable ones first.
-	$effect(() => {
-		if (workflowId != null && deskWorkflows.some((w) => w.id === workflowId)) return;
-		const usages = USAGE_BY_KIND[kind];
-		const runnable = deskWorkflows.filter((w) => !(w.warnings ?? []).some((x) => x.level === 'error'));
-		const pick =
-			usages.map((u) => runnable.find((w) => w.usage === u)).find(Boolean) ??
-			deskWorkflows.find((w) => usages.includes(w.usage!)) ??
-			runnable[0] ??
-			deskWorkflows[0];
-		workflowId = pick?.id ?? null;
-	});
-
-	/**
-	 * New workflow → its own defaults, keeping what the user already gave:
-	 * the prompt / negative prompt (by role) and uploaded images, poured
-	 * into the new workflow's image slots in order.
-	 */
-	function carryOver(prev: Workflow | null, prevValues: FormValues, next: Workflow): FormValues {
-		const out = schemaDefaults(next.input_schema ?? []);
-		const nextDs = classifySchema(next.input_schema ?? [], next.kind);
-		if (!prev) return out;
-		const prevDs = classifySchema(prev.input_schema ?? [], prev.kind);
-		for (const [a, b] of [
-			[prevDs.prompt, nextDs.prompt],
-			[prevDs.negative, nextDs.negative],
-		]) {
-			const v = a ? prevValues[a.nodeId] : undefined;
-			if (a && b && typeof v === 'string' && v.trim()) out[b.nodeId] = v;
-		}
-		const images: string[] = [];
-		for (const s of prevDs.slots) {
-			const v = prevValues[s.inp.nodeId];
-			if (s.mediaKind === 'image' && !s.mask && typeof v === 'string' && v) images.push(v);
-		}
-		for (const g of prevDs.lists) if (g.kind === 'image_list') images.push(...listPaths(prevValues, g));
-		for (const s of nextDs.slots) {
-			if (s.mediaKind === 'image' && !s.mask && images.length) out[s.inp.nodeId] = images.shift()!;
-		}
-		const list = nextDs.lists.find((g) => g.kind === 'image_list');
-		if (list && images.length) out[list.nodeId] = images.slice(0, list.max ?? 9);
-		return out;
-	}
-
-	let lastWf = $state<Workflow | null>(null);
-	let ctxApplied = false;
-	$effect(() => {
-		const wf = currentWorkflow;
-		untrack(() => {
-			if (!wf) {
-				if (lastWf) values = {};
-				lastWf = null;
-				return;
-			}
-			if (wf.id === lastWf?.id) return;
-			let next = carryOver(lastWf, values, wf);
-			if (!ctxApplied && ctx) {
-				ctxApplied = true;
-				next = applyContext(wf, next);
-			}
-			lastWf = wf;
-			values = next;
-			showErrors = false;
-		});
-	});
-
-	function applyContext(wf: Workflow, base: FormValues): FormValues {
-		if (!ctx) return base;
-		const d = classifySchema(wf.input_schema ?? [], wf.kind);
-		const out = { ...base };
-		if (d.prompt && ctx.prompt) out[d.prompt.nodeId] = ctx.prompt;
-		if (d.negative && ctx.negative) out[d.negative.nodeId] = ctx.negative;
-		if (d.duration && ctx.durationSec != null) {
-			const opts = d.duration.options;
-			const v = String(ctx.durationSec);
-			if (!opts?.length || opts.includes(v)) out[d.duration.nodeId] = d.duration.kind === 'number' ? ctx.durationSec : v;
-		}
-		return out;
-	}
-
-	function setVal(nodeId: string, v: FormValue) {
-		values = { ...values, [nodeId]: v };
-	}
-
-	function restoreAll() {
-		const defaults = schemaDefaults(schema);
-		const next = { ...values };
-		for (const inp of [...ds.common, ...ds.advanced]) {
-			if (defaults[inp.nodeId] !== undefined) next[inp.nodeId] = defaults[inp.nodeId];
-			else delete next[inp.nodeId];
-		}
-		values = next;
-	}
-
-	const changedCount = $derived(changedParams(ds, values).length);
-
-	// ------------------------------------------------------------------
-	// Connection & validation
-	// ------------------------------------------------------------------
-	const probeQuery = createQuery(
-		toStore(() => ({
-			queryKey: ['comfy-probe', endpointId || null],
-			queryFn: () => comfy.testEndpoint({ endpoint_id: endpointId, timeout_sec: 5 }),
-			enabled: !!endpointId,
-			staleTime: 60_000,
-			refetchInterval: 60_000,
-			retry: false,
-		})),
-	);
-	const connRec = $derived.by(() => {
-		const data = $probeQuery.data;
-		if (!endpointId || !data) return null;
-		return { ok: data.ok, ms: data.elapsed_ms, at: $probeQuery.dataUpdatedAt };
-	});
-	const connState = $derived.by(() => {
-		if (dryRun) return { state: 'dry' as const };
-		if (connRec?.ok) return { state: 'ok' as const, ms: connRec.ms };
-		if (connRec?.ok === false) return { state: 'fail' as const };
-		return { state: 'untested' as const };
-	});
-
-	function fmtClock(ms: number): string {
-		const d = new Date(ms);
-		return `${String(d.getHours()).padStart(2, '0')}:${String(d.getMinutes()).padStart(2, '0')}`;
-	}
-
-	const errors = $derived(validateForm(schema, ds, values));
-	const brokenReasons = $derived(
-		(currentWorkflow?.warnings ?? []).filter((w) => w.level === 'error').map((w) => w.message),
-	);
-
-	/** The single reason 生成 is off, in the order a user can fix things. */
-	const block = $derived.by<BlockReason | null>(() => {
-		if (!currentWorkflow) return { text: t('desk.needWorkflow'), tone: 'warn', target: 'desk-wf' };
-		if (!endpoints.length || !endpointId) return { text: t('studio.errNoConn'), tone: 'err', target: 'desk-conn' };
-		if (connRec?.ok === false && !dryRun) {
-			return { text: t('studio.errConnDown', { time: fmtClock(connRec.at) }), tone: 'err', target: 'desk-conn' };
-		}
-		if (brokenReasons.length) return { text: t('studio.errWfBroken'), tone: 'err', params: true };
-		const missing = missingMedia(ds, values);
-		const promptMissing = !!ds.prompt && !!errors[ds.prompt.nodeId] && !String(values[ds.prompt.nodeId] ?? '').trim();
-		if (missing.length || promptMissing) {
-			const labels = [...missing.map((m) => m.label), ...(promptMissing ? [t('studio.promptLabel')] : [])];
-			return {
-				text: t('desk.stillNeed', { what: labels.join('、') }),
-				tone: 'warn',
-				target: missing.length ? `slot-${missing[0].nodeId}` : 'desk-prompt',
-			};
-		}
-		if (errors.firstLast) return { text: errors.firstLast, tone: 'warn', target: `slot-${ds.slots.find((s) => s.firstFrame)?.inp.nodeId}` };
-		const firstErr = Object.entries(errors).find(([, m]) => m.trim());
-		if (firstErr) {
-			const [id, msg] = firstErr;
-			if (ds.prompt && id === ds.prompt.nodeId) return { text: msg, tone: 'err', target: 'desk-prompt' };
-			return { text: t('desk.paramError', { msg }), tone: 'err', params: true };
-		}
-		return null;
-	});
-
-	async function reveal() {
-		showErrors = true;
-		const b = block;
-		if (!b) return;
-		if (b.params) {
-			openParams();
-			return;
-		}
-		await tick();
-		const el = b.target ? document.getElementById(b.target) : null;
-		if (el && !el.getClientRects().length) {
-			// Collapsed narrow composer: focusing inside expands it first.
-			promptEl?.focus();
-			await tick();
-		}
-		el?.focus();
-		el?.scrollIntoView({ block: 'nearest' });
-	}
-
-	// ------------------------------------------------------------------
-	// Submit
-	// ------------------------------------------------------------------
-	let sentTimer: ReturnType<typeof setTimeout> | null = null;
-
-	async function submit() {
-		if (submitting || slotBusy) return;
-		if (block) {
-			void reveal();
-			return;
-		}
-		const wf = currentWorkflow!;
-		submitting = true;
-		try {
-			const res = await playgroundApi.generate({
-				workflow_id: wf.id,
-				input_values: compactInputValues(values) as Record<string, unknown>,
-				endpoint_id: endpointId || null,
-				source: wf.kind === 'image' ? 'studio-image' : 'studio-video',
-			});
-			submittedIds.add(res.job.id);
-			selectedJobId = res.job.id;
-			if (!matchesFilter(res.job, filter)) filter = 'all';
-			showErrors = false;
-			sent = true;
-			if (sentTimer) clearTimeout(sentTimer);
-			sentTimer = setTimeout(() => (sent = false), 900);
-			// C 批审核:从「参数」页提交后自动切到「结果」页，进行中进度可见。
-			tab = 'result';
-			if (wide) inspOff = false;
-			else if (!narrow) inspOpen = true;
-			await client.invalidateQueries({ queryKey: ['playground-jobs'] });
-			await client.invalidateQueries({ queryKey: ['jobs'] });
-		} catch (err) {
-			toast.error(t('studio.submitFailedToast', { detail: apiErrorMessage(err) }));
-		} finally {
-			submitting = false;
-		}
-	}
-
-	// ------------------------------------------------------------------
-	// Feed, selection & inspector
-	// ------------------------------------------------------------------
-	let filter = $state<FeedFilter>(untrack(() => kind));
-	let selectedJobId = $state<number | null>(null);
-	let busyId = $state<number | null>(null);
-	let tab = $state<'result' | 'params'>('result');
-	let inspOff = $state(false);
-	let inspOpen = $state(false);
-	let wide = $state(true);
-	let narrow = $state(false);
-	let crossfade = $state(false);
-	let playSignal = $state(0);
-	let videoEl = $state<HTMLVideoElement | null>(null);
-
-	$effect(() => {
-		const mq = window.matchMedia('(min-width: 1180px)');
-		const mq2 = window.matchMedia('(max-width: 760px)');
-		const sync = () => {
-			wide = mq.matches;
-			narrow = mq2.matches;
-		};
-		sync();
-		mq.addEventListener('change', sync);
-		mq2.addEventListener('change', sync);
-		return () => {
-			mq.removeEventListener('change', sync);
-			mq2.removeEventListener('change', sync);
-		};
-	});
-
-	let nowMs = $state(Date.now());
-	const anyActive = $derived(allJobs.some((j) => j.status === 'pending' || j.status === 'running'));
-	$effect(() => {
-		if (!anyActive) return;
-		const id = setInterval(() => (nowMs = Date.now()), 1000);
-		return () => clearInterval(id);
-	});
-
-	/** Picked take, else the newest finished one in view (undo-pending rows don't count). */
-	const selectedJob = $derived(
-		allJobs.find((j) => j.id === selectedJobId && !pendingIds.has(j.id)) ??
-			allJobs
-				.filter((j) => matchesFilter(j, filter) && !pendingIds.has(j.id) && jobStatusInfo(j).tone === 'ok')
-				.sort((a, b) => parseDbTs(b.created_at) - parseDbTs(a.created_at))[0] ??
-			null,
-	);
-
-	/**
-	 * 结果切换 (HEL-648): pointer picks slide the gold frame and cross-fade
-	 * the inspector; keyboard ↑↓/J/K switch instantly with no animation.
-	 */
-	function selectTake(job: Job, via: 'pointer' | 'keyboard' = 'pointer') {
-		const from = via === 'pointer' ? (feed?.markRect() ?? null) : null;
-		selectedJobId = job.id;
-		tab = 'result';
-		crossfade = via === 'pointer';
-		if (via === 'pointer') {
-			playSignal += 1;
-			if (!wide) inspOpen = true;
-			void tick().then(() => feed?.slideFrom(from));
-		} else {
-			feed?.scrollToJob(job.id);
-		}
-	}
-
-	function moveSelection(delta: number) {
-		if (!orderedIds.length) return;
-		let i = orderedIds.indexOf(selectedJob?.id ?? -1);
-		if (i < 0) i = orderedIds.length - 1;
-		i = Math.max(0, Math.min(orderedIds.length - 1, i + delta));
-		const job = allJobs.find((j) => j.id === orderedIds[i]);
-		if (job) selectTake(job, 'keyboard');
-	}
-
-	function openParams() {
-		tab = 'params';
-		if (wide) inspOff = false;
-		else inspOpen = true;
-	}
-
-	function toggleInspector() {
-		if (wide) inspOff = !inspOff;
-		else inspOpen = !inspOpen;
-	}
-
-	function closeInspector() {
-		if (wide) inspOff = true;
-		else inspOpen = false;
-	}
-
-	const imageSlotTarget = $derived(
-		ds.slots.find((s) => s.mediaKind === 'image' && !s.mask && s.fromResults) ?? null,
-	);
-	const imageList = $derived(ds.lists.find((g) => g.kind === 'image_list') ?? null);
-
-	function sendToSlot(path: string) {
-		if (imageSlotTarget && !String(values[imageSlotTarget.inp.nodeId] ?? '')) {
-			setVal(imageSlotTarget.inp.nodeId, path);
-		} else if (imageList) {
-			const cur = listPaths(values, imageList);
-			if (cur.length >= (imageList.max ?? 9)) {
-				toast.error(t('studio.refFull', { max: imageList.max ?? 9 }));
-				return;
-			}
-			setVal(imageList.nodeId, [...cur, path]);
-		} else if (imageSlotTarget) {
-			setVal(imageSlotTarget.inp.nodeId, path);
-		} else {
-			return;
-		}
-		toast.success(t('desk.sentToSlotToast'));
-	}
-
-	/** Fill the composer back with a past take's values (on its own workflow). */
-	function reuse(job: Job) {
-		const wf = deskWorkflows.find((w) => w.id === job.workflow_id);
-		if (!wf) {
-			toast.error(t('studio.reuseMissingWf'));
-			return;
-		}
-		const next = schemaDefaults(wf.input_schema ?? []);
-		for (const [k, v] of Object.entries((job.payload?.input_values ?? {}) as Record<string, unknown>)) {
-			if (typeof v === 'string' || typeof v === 'number') next[k] = v;
-			else if (Array.isArray(v) && v.every((p) => typeof p === 'string')) next[k] = v as string[];
-		}
-		workflowId = wf.id;
-		lastWf = wf;
-		values = next;
-		showErrors = false;
-		toast.success(t('studio.reusedToast'));
-		void tick().then(() => promptEl?.focus());
-	}
-
-	async function retry(job: Job) {
-		if (busyId != null) return;
-		busyId = job.id;
-		try {
-			await jobsApi.retry(job.id);
-			toast.success(t('studio.retryQueuedToast'));
-			await client.invalidateQueries({ queryKey: ['playground-jobs'] });
-		} catch (err) {
-			toast.error(t('studio.retryFailedToast', { detail: apiErrorMessage(err) }));
-		} finally {
-			busyId = null;
-		}
-	}
-
-	async function cancel(job: Job) {
-		if (busyId != null) return;
-		busyId = job.id;
-		try {
-			await jobsApi.cancel(job.id);
-			toast.info(t('studio.cancelToast'));
-			await client.invalidateQueries({ queryKey: ['playground-jobs'] });
-		} catch (err) {
-			toast.error(apiErrorMessage(err));
-		} finally {
-			busyId = null;
-		}
-	}
-
-	/**
-	 * 删除整条任务 (§四.4 删除两级制): no dialog — the row collapses out,
-	 * a 5-second Toast offers 撤销 (row returns with its entrance and is
-	 * reselected), and only then does the DELETE really hit the backend.
-	 */
-	function requestDelete(job: Job) {
-		if (job.status === 'pending' || job.status === 'running') return;
-		const name = workflowOf(job)?.name ?? t('studio.jobName', { id: job.id });
-		deleteQueue.request(job, {
-			message: () =>
-				(job.output_paths?.length ?? 0) > 0
-					? t('studio.deletedTakeToast', { name })
-					: t('studio.deletedTakeNoFilesToast', { name }),
-			onUndo: (j) => {
-				feed?.markEnter(j.id);
-				const from = feed?.markRect() ?? null;
-				selectedJobId = j.id;
-				void tick().then(() => {
-					feed?.slideFrom(from);
-					feed?.scrollToJob(j.id);
-				});
-			},
-			onCommitted: (j) => {
-				submittedIds.delete(j.id);
-				if (selectedJobId === j.id) selectedJobId = null;
-			},
-		});
-	}
-
-	// ------------------------------------------------------------------
-	// 从结果选 (finished image takes → an image slot)
-	// ------------------------------------------------------------------
-	const imageResults = $derived(
-		allJobs
-			.filter((j) => j.kind === 'image' && jobStatusInfo(j).tone === 'ok')
-			.flatMap((j) => j.output_paths.map((p) => ({ job: j, path: p }))),
-	);
-
-	function pickResult(path: string) {
-		const nodeId = pickerFor;
-		pickerFor = null;
-		if (!nodeId) return;
-		const list = ds.lists.find((g) => g.nodeId === nodeId);
-		if (list) {
-			const cur = listPaths(values, list);
-			if (cur.length >= (list.max ?? 9)) toast.error(t('studio.refFull', { max: list.max ?? 9 }));
-			else setVal(nodeId, [...cur, path]);
-		} else {
-			setVal(nodeId, path);
-		}
-	}
-
-	// ------------------------------------------------------------------
-	// 键盘 (§四.8): Ctrl/⌘+Enter 生成 · / 聚焦提示词 · ↑↓/J/K 切换记录
-	// （即时无动画）· 空格播放/暂停 · Delete 删选中 · ] 检视区 · Esc 关浮层
-	// ------------------------------------------------------------------
-	function typing(target: EventTarget | null): boolean {
-		const el = target as HTMLElement | null;
-		return !!el && (el.isContentEditable || ['INPUT', 'TEXTAREA', 'SELECT'].includes(el.tagName));
-	}
-
-	/** Focus sits on something that owns the key (button, link, video…). */
-	function onInteractive(target: EventTarget | null): boolean {
-		const el = target instanceof Element ? target : null;
-		return !!el?.closest('button, a, input, textarea, select, label, video, audio, [contenteditable]');
-	}
-
-	function inLayer(target: EventTarget | null): boolean {
-		const el = target instanceof Element ? target : null;
-		return !!el?.closest('.shell-pop, .modal, [role="dialog"]');
-	}
-
-	function onKeydown(e: KeyboardEvent) {
-		if (e.defaultPrevented || pickerFor || inLayer(e.target)) return;
-		if (e.key === 'Enter' && (e.ctrlKey || e.metaKey)) {
-			e.preventDefault();
-			void submit();
-			return;
-		}
-		if (e.ctrlKey || e.metaKey || e.altKey) return;
-		const key = e.key.toLowerCase();
-		if (key === '/' && !typing(e.target)) {
-			e.preventDefault();
-			promptEl?.focus();
-		} else if ((e.key === 'ArrowDown' || key === 'j') && !typing(e.target)) {
-			e.preventDefault();
-			moveSelection(1);
-		} else if ((e.key === 'ArrowUp' || key === 'k') && !typing(e.target)) {
-			e.preventDefault();
-			moveSelection(-1);
-		} else if (e.key === ' ') {
-			// 空格播放/暂停：检视区可见且有视频时接管；焦点在控件上时走原生行为。
-			if (typing(e.target) || onInteractive(e.target)) return;
-			if (videoEl && (wide ? !inspOff : inspOpen)) {
-				e.preventDefault();
-				if (videoEl.paused) videoEl.play().catch(() => {});
-				else videoEl.pause();
-			}
-		} else if (e.key === ']' && !typing(e.target)) {
-			e.preventDefault();
-			toggleInspector();
-		} else if ((e.key === 'Delete' || e.key === 'Backspace') && !typing(e.target)) {
-			const job = selectedJob;
-			if (job && job.status !== 'pending' && job.status !== 'running') {
-				e.preventDefault();
-				requestDelete(job);
-			}
-		} else if (e.key === 'Escape' && !wide && inspOpen) {
-			inspOpen = false;
-		}
-	}
-</script>
-
-<svelte:window onkeydown={onKeydown} />
-
-{#snippet ctxBanner()}
-	{#if ctx}
-		<ContextBar {ctx} projectTitle={ctxProjectTitle} onDismiss={() => (ctxDismissed = true)} />
-	{/if}
-{/snippet}
-
-{#snippet inspectorToggle()}
-	{#if !wide || inspOff}
-		<button type="button" class="a-btn ghost sm" aria-keyshortcuts="]" onclick={toggleInspector}>
-			<Icon name="info" size={14} />
-			{t('desk.openInspector')}
-		</button>
-	{/if}
-{/snippet}
-
-{#snippet paramsTab()}
-	<ParamsPanel
-		workflow={currentWorkflow}
-		{ds}
-		{values}
-		{errors}
-		{showErrors}
-		{changedCount}
-		onSet={setVal}
-		onRestoreAll={restoreAll}
-	/>
-{/snippet}
-
-<AppShell active={kind} title={t('desk.title')}>
-	<div class="desk" class:insp-off={inspOff}>
-		<section class="center" aria-label={t('desk.title')}>
-			<TakeFeed
-				bind:this={feed}
-				jobs={allJobs}
-				{workflowOf}
-				bind:filter
-				selectedId={selectedJob?.id ?? null}
-				{nowMs}
-				{busyId}
-				loading={$jobsQuery.isLoading}
-				{pendingIds}
-				{flashIds}
-				{shakeIds}
-				bind:orderedIds
-				banner={ctxBanner}
-				{inspectorToggle}
-				onSelect={(job) => selectTake(job, 'pointer')}
-				onReuse={reuse}
-				onRetry={retry}
-				onCancel={cancel}
-				onDelete={requestDelete}
-			/>
-			{#if !$workflowsQuery.isLoading && !deskWorkflows.length}
-				<div class="desk-empty" role="note">
-					<Icon name="playground" size={16} />
-					<span>{t('desk.noWorkflows')}</span>
-					<a class="a-btn ghost sm" href="/connections">{t('studio.wfEmptyGo')}</a>
-				</div>
-			{/if}
-			<Composer
-				{ds}
-				{values}
-				workflows={deskWorkflows}
-				current={currentWorkflow}
-				{endpoints}
-				{endpointId}
-				conn={connState}
-				{errors}
-				{showErrors}
-				{block}
-				{changedCount}
-				{submitting}
-				{sent}
-				bind:slotBusy
-				bind:promptEl
-				onSet={setVal}
-				onPickWorkflow={(wf) => (workflowId = wf.id)}
-				onPickEndpoint={(id) => {
-					endpointTouched = true;
-					endpointId = id;
-				}}
-				onSubmit={submit}
-				onReveal={reveal}
-				onOpenParams={openParams}
-				onFromResults={(nodeId) => (pickerFor = nodeId)}
-			/>
-		</section>
-		<Inspector
-			bind:tab
-			job={selectedJob}
-			wf={selectedJob ? workflowOf(selectedJob) : undefined}
-			{nowMs}
-			open={inspOpen}
-			inactive={wide ? inspOff : !inspOpen}
-			canSendToSlot={!!imageSlotTarget || !!imageList}
-			{crossfade}
-			{playSignal}
-			bind:videoEl
-			params={paramsTab}
-			onClose={closeInspector}
-			onReuse={reuse}
-			onRetry={retry}
-			onSendToSlot={sendToSlot}
-			onDelete={requestDelete}
-		/>
-	</div>
-</AppShell>
-
-<Modal open={pickerFor != null} title={t('studio.pickerTitle')} onclose={() => (pickerFor = null)}>
-	{#if imageResults.length}
-		<div class="picker-grid">
-			{#each imageResults as entry (entry.path)}
-				<button type="button" class="picker-item" onclick={() => pickResult(entry.path)}>
-					<img src={assetUrl(entry.path)} alt={t('studio.pickerPick')} loading="lazy" />
-				</button>
-			{/each}
-		</div>
-	{:else}
-		<p class="picker-empty">{t('studio.pickerEmpty')}</p>
-	{/if}
-</Modal>
-
-<style>
-	.desk {
-		display: grid;
-		grid-template-columns: minmax(0, 1fr) 420px;
-		grid-template-rows: minmax(0, 1fr);
-		height: 100%;
-		min-height: 0;
-		transition: grid-template-columns var(--d-drawer) var(--ease-drawer);
-	}
-	.desk.insp-off {
-		grid-template-columns: minmax(0, 1fr) 0px;
-	}
-	.center {
-		display: flex;
-		flex-direction: column;
-		min-width: 0;
-		min-height: 0;
-	}
-	.desk-empty {
-		display: flex;
-		align-items: center;
-		flex-wrap: wrap;
-		gap: var(--sp-3);
-		margin: 0 var(--sp-7) var(--sp-3);
-		padding: var(--sp-4) var(--sp-5);
-		border-radius: var(--r-md);
-		background: var(--warn-soft);
-		color: var(--warn);
-		font-size: var(--fs-aux);
-	}
-	.picker-grid {
-		display: grid;
-		grid-template-columns: repeat(auto-fill, minmax(120px, 1fr));
-		gap: var(--sp-4);
-	}
-	.picker-item {
-		padding: 0;
-		overflow: hidden;
-		border: 1px solid var(--line);
-		border-radius: var(--r-md);
-		background: var(--bg-3);
-		cursor: pointer;
-		transition: border-color var(--d-state) ease;
-	}
-	.picker-item img {
-		display: block;
-		width: 100%;
-		aspect-ratio: 1;
-		object-fit: cover;
-	}
-	@media (hover: hover) and (pointer: fine) {
-		.picker-item:hover {
-			border-color: var(--line-2);
-		}
-	}
-	.picker-empty {
-		margin: 0;
-		color: var(--text-3);
-		font-size: var(--fs-aux);
-	}
-	@media (max-width: 1179px) {
-		.desk,
-		.desk.insp-off {
-			grid-template-columns: minmax(0, 1fr);
-		}
-		.desk-empty {
-			margin: 0 var(--sp-6) var(--sp-3);
-		}
-	}
-	@media (max-width: 760px) {
-		.desk-empty {
-			margin: 0 var(--sp-5) var(--sp-2);
-		}
-	}
-</style>

calliope-web/src/lib/components/ui/Modal.svelte

@@ -1,6 +1,7 @@
 <script lang="ts">
 	import type { Snippet } from 'svelte';
 	import Icon from './Icon.svelte';
+	import { enterModal, leaveModal, topModal } from './modalLayers';
 	import { t } from '$lib/i18n.svelte';
 
 	interface Props {
@@ -11,6 +12,9 @@
 		onclose?: () => void;
 		footer?: Snippet;
 		children: Snippet;
+		/** Open above a dock, retaining the shared dialog focus and keyboard behavior. */
+		anchor?: HTMLElement | null;
+		headerActions?: Snippet;
 	}
 
 	let {
@@ -21,6 +25,8 @@
 		onclose,
 		footer,
 		children,
+		anchor = null,
+		headerActions,
 	}: Props = $props();
 
 	const FOCUSABLE =
@@ -29,6 +35,29 @@
 	const titleId = `modal-title-${Math.random().toString(36).slice(2, 9)}`;
 
 	let panel = $state<HTMLDivElement | null>(null);
+	let anchorBox = $state({ left: 0, bottom: 0, width: 620, available: 560 });
+	$effect(() => {
+		if (!open || !anchor) return;
+		const source = anchor;
+		const place = () => {
+			const r = source.getBoundingClientRect();
+			anchorBox = {
+				left: r.left + 12,
+				bottom: innerHeight - r.top + 8,
+				width: r.width - 24,
+				available: Math.max(100, r.top - 64),
+			};
+		};
+		place();
+		const observer = new ResizeObserver(place);
+		observer.observe(source);
+		window.addEventListener('resize', place);
+		return () => {
+			observer.disconnect();
+			window.removeEventListener('resize', place);
+		};
+	});
+	const layer = Symbol('dialog');
 
 	function requestClose() {
 		if (!dismissible) return;
@@ -36,6 +65,7 @@
 	}
 
 	function handleKeydown(event: KeyboardEvent) {
+		if (!topModal(layer)) return;
 		if (event.key === 'Escape') {
 			event.preventDefault();
 			requestClose();
@@ -75,20 +105,21 @@
 		if (!open) return;
 
 		const invoker = document.activeElement as HTMLElement | null;
-		const previousOverflow = document.body.style.overflow;
-		document.body.style.overflow = 'hidden';
+		enterModal(layer);
 		document.addEventListener('keydown', handleKeydown, true);
 
 		requestAnimationFrame(() => {
-			if (!panel || panel.contains(document.activeElement)) return;
+			if (!topModal(layer) || !panel || panel.contains(document.activeElement))
+				return;
 			const first = panel.querySelector<HTMLElement>(FOCUSABLE);
 			(first ?? panel).focus();
 		});
 
 		return () => {
-			document.body.style.overflow = previousOverflow;
+			const wasTop = topModal(layer);
+			leaveModal(layer);
 			document.removeEventListener('keydown', handleKeydown, true);
-			if (invoker?.isConnected) invoker.focus();
+			if (wasTop && invoker?.isConnected) invoker.focus();
 			onclose?.();
 		};
 	});
@@ -96,10 +127,20 @@
 
 {#if open}
 	<!-- svelte-ignore a11y_click_events_have_key_events, a11y_no_static_element_interactions -->
-	<div class="modal-backdrop" onclick={handleBackdropClick}>
+	<div
+		class="modal-backdrop"
+		class:anchored={!!anchor}
+		onclick={handleBackdropClick}
+	>
 		<div
 			bind:this={panel}
 			class="modal-panel size-{size}"
+			style:left={anchor ? `${anchorBox.left}px` : undefined}
+			style:bottom={anchor ? `${anchorBox.bottom}px` : undefined}
+			style:width={anchor
+				? `min(var(--desk-pop-width), ${anchorBox.width}px)`
+				: undefined}
+			style:--anchor-available={`${anchorBox.available}px`}
 			role="dialog"
 			aria-modal="true"
 			aria-labelledby={title ? titleId : undefined}
@@ -111,6 +152,7 @@
 					{#if title}
 						<h2 class="modal-title" id={titleId}>{title}</h2>
 					{/if}
+					{@render headerActions?.()}
 					{#if dismissible}
 						<button
 							type="button"
@@ -164,6 +206,38 @@
 	.modal-panel.size-xl {
 		width: min(1180px, 100%);
 	}
+	.anchored {
+		background: transparent;
+		padding: 0;
+	}
+	.anchored .modal-panel {
+		box-sizing: border-box;
+		position: absolute;
+		height: var(--desk-pop-height);
+		max-height: min(64vh, var(--anchor-available));
+		border: 1px solid var(--line-2);
+		border-radius: var(--desk-dock-radius);
+		background: var(--desk-pop-bg);
+		box-shadow: var(--desk-pop-shadow);
+		backdrop-filter: blur(14px);
+		transform-origin: bottom left;
+	}
+	.anchored .modal-header {
+		padding: 12px 14px;
+		border-bottom: 1px solid var(--line);
+	}
+	.anchored .modal-title {
+		font-size: var(--fs-body);
+	}
+	.anchored .modal-body {
+		flex: 1;
+		min-height: 0;
+		padding: 12px 14px;
+	}
+	.anchored .modal-footer {
+		padding: 10px 14px;
+		border-top: 1px solid var(--line);
+	}
 	.modal-header {
 		display: flex;
 		align-items: center;

calliope-web/src/lib/components/ui/README.md

@@ -92,14 +92,14 @@ Status → color mapping (unknown strings fall back to muted and show the raw st
 
 `import ProgressBar from '$lib/components/ui/ProgressBar.svelte';`
 
-| Prop            | Type           | Default | Notes                                     |
-| --------------- | -------------- | ------- | ----------------------------------------- |
-| `value`         | `number`       | `0`     | clamped to 0–100                          |
-| `indeterminate` | `boolean`      | `false` | sliding accent gradient, no % readout     |
-| `label`         | `string`       | —       | text above the track, also the aria-label |
-| `size`          | `'sm' \| 'md'` | `'md'`  | sm = 4px, md = 6px track                  |
-| `tone`          | `'accent' \| 'success' \| 'error'` | `'accent'` | done = success, failed = error (§5) |
-| `bare`          | `boolean`      | `false` | track only, no label / % row              |
+| Prop            | Type                               | Default    | Notes                                     |
+| --------------- | ---------------------------------- | ---------- | ----------------------------------------- |
+| `value`         | `number`                           | `0`        | clamped to 0–100                          |
+| `indeterminate` | `boolean`                          | `false`    | sliding accent gradient, no % readout     |
+| `label`         | `string`                           | —          | text above the track, also the aria-label |
+| `size`          | `'sm' \| 'md'`                     | `'md'`     | sm = 4px, md = 6px track                  |
+| `tone`          | `'accent' \| 'success' \| 'error'` | `'accent'` | done = success, failed = error (§5)       |
+| `bare`          | `boolean`                          | `false`    | track only, no label / % row              |
 
 ```svelte
 <ProgressBar value={job.progress} label={job.name} />
@@ -126,14 +126,16 @@ Status → color mapping (unknown strings fall back to muted and show the raw st
 
 `import Modal from '$lib/components/ui/Modal.svelte';`
 
-| Prop          | Type         | Default  | Notes                                                                       |
-| ------------- | ------------ | -------- | --------------------------------------------------------------------------- |
-| `open`        | `boolean`    | `false`  | **bindable** — use `bind:open`                                              |
-| `title`       | `string`     | —        | wired to `aria-labelledby`; falls back to `aria-label="Dialog"`             |
-| `dismissible` | `boolean`    | `true`   | gates Esc, backdrop click, and the close button                             |
-| `onclose`     | `() => void` | —        | fires once when the modal closes (any cause, incl. external `open = false`) |
-| `footer`      | `Snippet`    | —        | right-aligned action row                                                    |
-| `children`    | `Snippet`    | required | body content                                                                |
+| Prop            | Type                  | Default  | Notes                                                                                        |
+| --------------- | --------------------- | -------- | -------------------------------------------------------------------------------------------- |
+| `open`          | `boolean`             | `false`  | **bindable** — use `bind:open`                                                               |
+| `title`         | `string`              | —        | wired to `aria-labelledby`; falls back to `aria-label="Dialog"`                              |
+| `dismissible`   | `boolean`             | `true`   | gates Esc, backdrop click, and the close button                                              |
+| `onclose`       | `() => void`          | —        | fires once when the modal closes (any cause, incl. external `open = false`)                  |
+| `anchor`        | `HTMLElement \| null` | `null`   | Optional dock anchor: opens above it, clamps to viewport, retains the dialog focus behavior. |
+| `headerActions` | `Snippet`             | —        | Optional controls beside the title (for example restore workflow defaults).                  |
+| `footer`        | `Snippet`             | —        | right-aligned action row                                                                     |
+| `children`      | `Snippet`             | required | body content                                                                                 |
 
 Behavior: Esc and backdrop click close when dismissible; focus is trapped while
 open; initial focus goes to the first focusable element (or the panel); focus is

calliope-web/src/lib/components/ui/icons.ts

@@ -51,6 +51,7 @@ export const icons = {
 	stop: '<rect x="5" y="5" width="14" height="14" rx="2"/>',
 	// Status
 	check: '<path d="M20 6 9 17l-5-5"/>',
+	star: '<polygon points="12 2 15.09 8.26 22 9.27 17 14.14 18.18 21.02 12 17.77 5.82 21.02 7 14.14 2 9.27 8.91 8.26 12 2"/>',
 	alert:
 		'<path d="m21.73 18-8-14a2 2 0 0 0-3.48 0l-8 14A2 2 0 0 0 4 21h16a2 2 0 0 0 1.73-3Z"/><path d="M12 9v4"/><path d="M12 17h.01"/>',
 	info: '<circle cx="12" cy="12" r="10"/><path d="M12 16v-4"/><path d="M12 8h.01"/>',

calliope-web/src/lib/components/ui/modalLayers.ts

@@ -0,0 +1,17 @@
+// Only the uppermost dialog handles the keyboard. Nested dialogs keep the
+// original body overflow until the final layer closes.
+const layers: symbol[] = [];
+let bodyOverflow = '';
+export function enterModal(token: symbol) {
+	if (!layers.length) bodyOverflow = document.body.style.overflow;
+	layers.push(token);
+	document.body.style.overflow = 'hidden';
+}
+export function topModal(token: symbol) {
+	return layers.at(-1) === token;
+}
+export function leaveModal(token: symbol) {
+	const index = layers.indexOf(token);
+	if (index >= 0) layers.splice(index, 1);
+	document.body.style.overflow = layers.length ? 'hidden' : bodyOverflow;
+}

calliope-web/src/lib/components/video/ClipMonitor.svelte

@@ -132,9 +132,7 @@ let {
 		min-height: 0;
 		width: 100%;
 		height: 100%;
-		background:
-			radial-gradient(ellipse at center, rgba(139, 92, 246, 0.08), transparent 55%),
-			#050508;
+		background: var(--stage-bg);
 		border: 1px solid var(--border);
 		border-radius: var(--radius-md);
 		overflow: hidden;

calliope-web/src/lib/components/video/ClipSourceModal.svelte

@@ -272,7 +272,7 @@
 		height: 20px;
 		border-radius: 9999px;
 		background: var(--accent);
-		color: #fff;
+		color: var(--accent-ink);
 		display: flex;
 		align-items: center;
 		justify-content: center;

calliope-web/src/lib/components/video/PromptPreviewModal.svelte

@@ -79,14 +79,14 @@
 	let criticNotes = $state<string[]>([]);
 
 	const preview = createMutation({
-		mutationFn: async (vars?: { force?: boolean }) => {
+		mutationFn: async (vars: { force?: boolean } | void) => {
 			if (!clip && !scene) throw new Error(t('promptPreview.noClipSelected'));
 			return jobsApi.previewPrompt(projectId, {
 				clip_id: clip?.id,
 				scene_id: clip ? undefined : scene?.id,
 				workflow_id: workflow?.id,
 				input_values: compactInputValues(inputValues),
-				force: Boolean(vars?.force),
+				force: Boolean((vars as { force?: boolean } | undefined)?.force),
 			});
 		},
 		onSuccess: (data) => {

calliope-web/src/lib/components/video/SceneFilmstrip.svelte

@@ -203,7 +203,7 @@ title={t('filmstrip.clipTitle', {
 		inset: 0 0 auto 0;
 		height: 3px;
 		z-index: 1;
-		background: #3f3f46;
+		background: var(--bg-4);
 	}
 
 	.clip.status-done .bar {

calliope-web/src/lib/components/workbench/AssetsStagePanel.svelte

@@ -182,9 +182,11 @@
 									kind: t(KIND_LABEL[asset.kind] ?? 'workbench.asset.kindProp'),
 									name: asset.name,
 								}),
-								prompt: asset.prompt,
-								negative: asset.negative_prompt || undefined,
-							})}
+							prompt: asset.prompt,
+							negative: asset.negative_prompt || undefined,
+							sourceKind: 'asset',
+							sourceId: asset.id,
+						})}
 							title={t('desk.openInDeskHint')}
 						>
 							{t('desk.openInDesk')}

calliope-web/src/lib/components/workbench/ShotStagePanel.svelte

@@ -165,14 +165,16 @@
 					{#if projectId}
 						<a
 							class="a-btn ghost sm"
-							href={deskHref({
-								kind: 'video',
-								projectId,
-								stage: 'shot',
-								label: t('desk.ctxShot', { no: shot.shot_no }),
-								prompt: shot.prompt,
-								durationSec: shot.duration_sec,
-							})}
+						href={deskHref({
+							kind: 'video',
+							projectId,
+							stage: 'shot',
+							label: t('desk.ctxShot', { no: shot.shot_no }),
+							prompt: shot.prompt,
+							durationSec: shot.duration_sec,
+							sourceKind: 'shot',
+							sourceId: shot.id,
+						})}
 							title={t('desk.openInDeskHint')}
 						>
 							{t('desk.openInDesk')}

calliope-web/src/lib/components/workbench/StageStepper.svelte

@@ -23,27 +23,14 @@
 		return t(`workbench.stage.${key}`);
 	}
 
-	function charOf(key: string): string {
-		const map: Record<string, string> = {
-			script: '剧',
-			style: '视',
-			storyboard: '分',
-			assets: '素',
-			shot: '镜',
-		};
-		return map[key] ?? key;
-	}
-
-	function avatarVar(key: string): string {
-		const idx = ORDER.indexOf(key) + 1;
-		return `var(--avatar-${idx})`;
-	}
-
-	function stateOf(stage: WorkbenchStage): 'todo' | 'running' | 'draft' | 'edited' | 'confirmed' {
+	function stateOf(
+		stage: WorkbenchStage,
+	): 'todo' | 'running' | 'draft' | 'edited' | 'confirmed' {
 		if (stage.status === 'running') return 'running';
 		if (stage.status === 'confirmed' && !stage.draft_edited) return 'confirmed';
 		if (stage.status === 'confirmed' && stage.draft_edited) return 'edited';
-		if (stage.status === 'awaiting_confirm') return stage.draft_edited ? 'edited' : 'draft';
+		if (stage.status === 'awaiting_confirm')
+			return stage.draft_edited ? 'edited' : 'draft';
 		return 'todo';
 	}
 
@@ -70,7 +57,8 @@
 		{@const state = stage ? stateOf(stage) : 'todo'}
 		{@const open = stage ? unlocked(stages, key) : i === 0}
 		<li class="step">
-			{#if i > 0}<span class="bar" class:bar-done={unlocked(stages, key)}></span>{/if}
+			{#if i > 0}<span class="bar" class:bar-done={unlocked(stages, key)}
+				></span>{/if}
 			<button
 				type="button"
 				class="step-btn"
@@ -80,14 +68,19 @@
 				data-state={state}
 				onclick={() => onSelect(key)}
 				aria-current={activeKey === key ? 'step' : undefined}
-				title={open ? label(key) : t('workbench.lockedStep', { stage: label(ORDER[i - 1]) })}
+				title={open
+					? label(key)
+					: t('workbench.lockedStep', { stage: label(ORDER[i - 1]) })}
 			>
-				<span class="avatar" style:background={avatarVar(key)}>{charOf(key)}</span>
+				<span class="avatar"
+					>{state === 'confirmed' ? '✓' : String(i + 1).padStart(2, '0')}</span
+				>
 				<span class="step-copy">
 					<span class="step-name">{label(key)}</span>
 					<span class="step-state st-{state}">
-						{#if state === 'running'}<span class="breath" aria-hidden="true"></span>{/if}
-						{stateLabel(stage!)}
+						{#if state === 'running'}<span class="breath" aria-hidden="true"
+							></span>{/if}
+						{stage ? stateLabel(stage) : t('workbench.state.todo')}
 					</span>
 				</span>
 			</button>
@@ -238,4 +231,113 @@
 			opacity: 0.8;
 		}
 	}
+
+	.stepper {
+		display: flex;
+		flex-direction: column;
+		align-items: stretch;
+		gap: 7px;
+		padding: 0;
+		overflow: visible;
+	}
+	.step {
+		display: block;
+	}
+	.bar {
+		display: none;
+	}
+	.step-btn {
+		width: 100%;
+		padding: 12px 10px;
+		border: 0;
+		gap: 10px;
+	}
+	.avatar {
+		width: 27px;
+		height: 27px;
+		background: none !important;
+		border: 1px solid var(--line-2);
+		border-radius: 50%;
+		font: 9px var(--mono);
+		color: var(--text-3);
+		font-weight: 400;
+	}
+	.step-btn.active {
+		background: #e8eafe;
+		box-shadow: none;
+	}
+	.step-btn.active .avatar {
+		background: var(--accent) !important;
+		border-color: var(--accent);
+		color: white;
+	}
+	.step-name {
+		font-size: 11px;
+		font-weight: 550;
+	}
+	.step-state {
+		font-size: 9px;
+		margin-top: 5px;
+	}
+	.step-copy {
+		min-width: 0;
+	}
+	.step-btn.locked {
+		opacity: 0.7;
+		cursor: pointer;
+	}
+	.step-btn[data-state='confirmed'] .avatar {
+		border-color: var(--ok);
+		color: var(--ok);
+	}
+
+	.stepper {
+		display: flex;
+		flex-direction: row;
+		align-items: stretch;
+		gap: 8px;
+		padding: 0;
+		overflow-x: auto;
+	}
+	.step {
+		display: flex;
+		flex: 1;
+		min-width: 130px;
+	}
+	.bar {
+		display: none;
+	}
+	.step-btn {
+		width: 100%;
+		border: 1px solid #ffffff10;
+		border-radius: 10px;
+		background: #12171c;
+		padding: 12px;
+		gap: 10px;
+	}
+	.step-btn.active {
+		background: #00cae012;
+		border-color: #00cae080;
+		box-shadow: none;
+	}
+	.step-btn.active .avatar {
+		background: #00cae012 !important;
+		color: var(--accent);
+		border-color: var(--accent);
+	}
+	.step-btn.active .step-name {
+		color: #86e8f1;
+	}
+	.step-state {
+		margin-top: 3px;
+	}
+	.step-btn[data-state='confirmed'] .avatar {
+		color: var(--ok);
+	}
+	.step-btn.locked {
+		opacity: 0.65;
+	}
+	.step-btn:hover:not(.active) {
+		background: #ffffff07;
+	}
 </style>

calliope-web/src/lib/components/workflows/WorkflowBatchImportWizard.svelte

@@ -0,0 +1,908 @@
+<script lang="ts">
+	import Drawer from '$lib/components/ui/Drawer.svelte';
+	import Button from '$lib/components/ui/Button.svelte';
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import {
+		apiErrorMessage,
+		workflows,
+		type ComfyEndpoint,
+		type WorkflowConvertFileReport,
+		type WorkflowConvertReport,
+		type WorkflowImportResult,
+		type WorkflowUIFileInput,
+		type WorkflowUsage,
+	} from '$lib/api';
+	import { WORKFLOW_USAGES } from '$lib/comfy/types';
+	import { t } from '$lib/i18n.svelte';
+	import { toast } from '$lib/toast';
+
+	/**
+	 * 批量导入向导 (HEL-682 / S4)：扫描服务器目录或选择多个本地文件 →
+	 * dry-run 逐文件预检报告（ok / warn / fail / 需人工确认，含建议元数据）→
+	 * 确认后提交导入。warn 项可补充用途后以启用状态入库；fail 与需人工确认项
+	 * 不会被导入，也不得被标作可运行。重复导入按内容去重，全部跳过。
+	 */
+	interface Props {
+		open?: boolean;
+		endpoints: ComfyEndpoint[];
+		onimported?: () => void;
+	}
+
+	let { open = $bindable(false), endpoints, onimported }: Props = $props();
+
+	type Step = 'source' | 'report' | 'result';
+
+	let step = $state<Step>('source');
+	let mode = $state<'scan' | 'files'>('scan');
+	let scanRoot = $state('example_ComfyUI_workflows');
+	let preflightId = $state('');
+	let inputFiles = $state<WorkflowUIFileInput[]>([]);
+	let nonUiSkipped = $state<string[]>([]);
+	let reading = $state(false);
+	let running = $state(false);
+	let importing = $state(false);
+	let error = $state('');
+	let report = $state<WorkflowConvertReport | null>(null);
+	let result = $state<WorkflowImportResult | null>(null);
+	let usageApplied = $state(0);
+	/** Per-file usage chosen in the report step, keyed by name\0source_path. */
+	let usageBy = $state<Record<string, WorkflowUsage>>({});
+	/** Files the user un-checked (file-picker mode only). */
+	let excludedKeys = $state<Set<string>>(new Set());
+	let rSearch = $state('');
+	let rFilter = $state<'all' | 'warn' | 'blocked'>('all');
+	let expandedIssues = $state<Set<string>>(new Set());
+	let visible = $state(60);
+	let fileInput = $state<HTMLInputElement | null>(null);
+
+	function rk(f: { name: string; source_path: string | null }): string {
+		return `${f.name}\u0000${f.source_path ?? ''}`;
+	}
+
+	function reset() {
+		step = 'source';
+		inputFiles = [];
+		nonUiSkipped = [];
+		report = null;
+		result = null;
+		usageApplied = 0;
+		usageBy = {};
+		excludedKeys = new Set();
+		rSearch = '';
+		rFilter = 'all';
+		expandedIssues = new Set();
+		visible = 60;
+		error = '';
+	}
+
+	function usageLabel(u: WorkflowUsage | null | undefined): string {
+		return u ? t(`usage.${u}`) : t('usage.pending');
+	}
+
+	function mediaIcon(kind: string): 'image' | 'film' | 'music' {
+		if (kind === 'video') return 'film';
+		if (kind === 'audio') return 'music';
+		return 'image';
+	}
+
+	function mediaTitle(kind: string): string {
+		if (kind === 'video') return t('wl.mediaVideo');
+		if (kind === 'audio') return t('wl.mediaAudio');
+		return t('wl.mediaImage');
+	}
+
+	async function readPickedFiles(list: FileList | null) {
+		if (!list?.length) return;
+		reading = true;
+		error = '';
+		try {
+			const items: WorkflowUIFileInput[] = [];
+			const skipped: string[] = [];
+			for (const file of Array.from(list)) {
+				try {
+					const data = JSON.parse(await file.text());
+					if (!(data && typeof data === 'object' && Array.isArray(data.nodes))) {
+						skipped.push(file.name);
+						continue;
+					}
+					items.push({
+						name: file.name.replace(/\.json$/i, ''),
+						source_path: file.name,
+						workflow_json: data,
+					});
+				} catch {
+					skipped.push(file.name);
+				}
+			}
+			inputFiles = items;
+			nonUiSkipped = skipped;
+		} finally {
+			reading = false;
+			if (fileInput) fileInput.value = '';
+		}
+	}
+
+	async function runDryRun() {
+		running = true;
+		error = '';
+		try {
+			let res: WorkflowConvertReport;
+			if (mode === 'scan') {
+				res = await workflows.importScanDry(scanRoot.trim() || 'example_ComfyUI_workflows');
+				inputFiles = [];
+				nonUiSkipped = [];
+			} else {
+				if (inputFiles.length === 0) {
+					error = t('wiz.noFiles');
+					return;
+				}
+				res = await workflows.convert(
+					inputFiles,
+					preflightId ? { endpoint_id: preflightId } : undefined,
+				);
+			}
+			report = res;
+			usageBy = {};
+			excludedKeys = new Set(res.files.filter((f) => !f.importable).map((f) => rk(f)));
+			rSearch = '';
+			rFilter = 'all';
+			expandedIssues = new Set();
+			visible = 60;
+			step = 'report';
+		} catch (err) {
+			error = apiErrorMessage(err);
+		} finally {
+			running = false;
+		}
+	}
+
+	const selectedCount = $derived(
+		report
+			? mode === 'files'
+				? report.files.filter((f) => f.importable && !excludedKeys.has(rk(f))).length
+				: report.importable
+			: 0,
+	);
+	const blockedCount = $derived(
+		report ? report.files.filter((f) => !f.importable).length : 0,
+	);
+
+	const filteredFiles = $derived.by(() => {
+		if (!report) return [];
+		const q = rSearch.trim().toLowerCase();
+		return report.files.filter((f) => {
+			if (rFilter === 'warn' && f.status !== 'warn') return false;
+			if (rFilter === 'blocked' && f.importable) return false;
+			if (!q) return true;
+			return (
+				f.name.toLowerCase().includes(q) ||
+				(f.source_path ?? '').toLowerCase().includes(q) ||
+				(f.suggested?.model_family ?? '').toLowerCase().includes(q)
+			);
+		});
+	});
+
+	function needsUsagePick(f: WorkflowConvertFileReport): boolean {
+		return Boolean(f.importable && (!f.suggested?.usage || f.suggested.usage_ambiguous));
+	}
+
+	function setUsage(f: WorkflowConvertFileReport, usage: string) {
+		const key = rk(f);
+		if (usage) usageBy = { ...usageBy, [key]: usage as WorkflowUsage };
+		else {
+			const next = { ...usageBy };
+			delete next[key];
+			usageBy = next;
+		}
+	}
+
+	function toggleIssue(f: WorkflowConvertFileReport) {
+		const key = rk(f);
+		const next = new Set(expandedIssues);
+		if (next.has(key)) next.delete(key);
+		else next.add(key);
+		expandedIssues = next;
+	}
+
+	function skipText(reason: string | null | undefined): string {
+		if (reason === 'conflict') return t('wiz.conflict');
+		return reason ?? '';
+	}
+
+	async function runImport() {
+		if (!report) return;
+		importing = true;
+		error = '';
+		try {
+			let res: WorkflowImportResult;
+			if (mode === 'files') {
+				const files = inputFiles
+					.map((item, i) => ({ item, f: report!.files[i] }))
+					.filter(({ f }) => f?.importable && !excludedKeys.has(rk(f)))
+					.map(({ item, f }) => {
+						const usage = usageBy[rk(f)];
+						return usage ? { ...item, usage } : item;
+					});
+				res = await workflows.importBatch(files);
+			} else {
+				res = await workflows.importScanCommit(scanRoot.trim() || 'example_ComfyUI_workflows');
+			}
+			result = res;
+			// Directory commits import everything found server-side; usage
+			// choices from the report step are applied to the fresh rows here.
+			if (mode === 'scan') {
+				let applied = 0;
+				for (const f of res.files) {
+					const usage = usageBy[rk(f)];
+					if (f.result === 'imported' && f.id != null && usage) {
+						try {
+							await workflows.update(f.id, {
+								usage,
+								usage_source: 'user',
+								is_enabled: true,
+							});
+							applied++;
+						} catch {
+							try {
+								await workflows.update(f.id, { usage, usage_source: 'user' });
+								applied++;
+							} catch {
+								/* keep the imported row, skip the override */
+							}
+						}
+					}
+				}
+				usageApplied = applied;
+			}
+			step = 'result';
+			onimported?.();
+			if (res.imported > 0) toast.success(t('wiz.importedToast', { n: res.imported }));
+		} catch (err) {
+			error = apiErrorMessage(err);
+		} finally {
+			importing = false;
+		}
+	}
+</script>
+
+<Drawer bind:open title={t('wiz.title')} width={780} onclose={reset}>
+	<ol class="wz-steps" aria-label={t('wiz.title')}>
+		<li class:active={step === 'source'} class:done={step !== 'source'}>
+			<span class="wz-step-n">1</span>{t('wiz.stepSource')}
+		</li>
+		<li class:active={step === 'report'} class:done={step === 'result'}>
+			<span class="wz-step-n">2</span>{t('wiz.stepReport')}
+		</li>
+		<li class:active={step === 'result'}>
+			<span class="wz-step-n">3</span>{t('wiz.stepResult')}
+		</li>
+	</ol>
+
+	{#if error}
+		<div class="wz-error" role="alert">
+			<Icon name="alert" size={14} />
+			<span>{error}</span>
+		</div>
+	{/if}
+
+	{#if step === 'source'}
+		<div class="seg wz-mode" role="radiogroup" aria-label={t('wiz.sourceLabel')}>
+			<button
+				type="button"
+				class="seg-item"
+				class:selected={mode === 'scan'}
+				aria-pressed={mode === 'scan'}
+				onclick={() => (mode = 'scan')}
+			>
+				<Icon name="folder" size={14} />
+				{t('wiz.modeScan')}
+			</button>
+			<button
+				type="button"
+				class="seg-item"
+				class:selected={mode === 'files'}
+				aria-pressed={mode === 'files'}
+				onclick={() => (mode = 'files')}
+			>
+				<Icon name="upload" size={14} />
+				{t('wiz.modeFiles')}
+			</button>
+		</div>
+
+		{#if mode === 'scan'}
+			<label class="wz-field">
+				<span class="wz-label">{t('wiz.rootLabel')}</span>
+				<input
+					class="a-input wz-root"
+					value={scanRoot}
+					spellcheck="false"
+					oninput={(e) => (scanRoot = e.currentTarget.value)}
+					placeholder="example_ComfyUI_workflows"
+				/>
+				<span class="wz-hint">{t('wiz.rootHint')}</span>
+			</label>
+		{:else}
+			<div class="wz-field">
+				<span class="wz-label">{t('wiz.pickFiles')}</span>
+				<button type="button" class="a-btn secondary" onclick={() => fileInput?.click()}>
+					<Icon name="upload" size={14} />
+					{t('wiz.pickFilesBtn')}
+				</button>
+				<input
+					bind:this={fileInput}
+					type="file"
+					accept=".json,application/json"
+					multiple
+					class="wz-file-hidden"
+					onchange={(e) => void readPickedFiles(e.currentTarget.files)}
+				/>
+				<span class="wz-hint">{t('wiz.pickFilesHint')}</span>
+				{#if reading}
+					<p class="wz-read">{t('common.loading')}…</p>
+				{/if}
+				{#if inputFiles.length}
+					<p class="wz-read ok">
+						<Icon name="check" size={13} />
+						{t('wiz.parsed', { n: inputFiles.length })}
+					</p>
+				{/if}
+				{#if nonUiSkipped.length}
+					<p class="wz-read bad">
+						<Icon name="alert" size={13} />
+						{t('wiz.notUi', { n: nonUiSkipped.length })}
+					</p>
+				{/if}
+			</div>
+		{/if}
+
+		{#if mode === 'files' && endpoints.length > 0}
+			<label class="wz-field">
+				<span class="wz-label">{t('wiz.preflight')}</span>
+				<select class="a-select wz-preflight" value={preflightId} onchange={(e) => (preflightId = e.currentTarget.value)}>
+					<option value="">{t('wiz.preflightNone')}</option>
+					{#each endpoints as ep (ep.id)}
+						<option value={ep.id}>{ep.name}</option>
+					{/each}
+				</select>
+				<span class="wz-hint">{t('wiz.preflightHint')}</span>
+			</label>
+		{/if}
+	{:else if step === 'report' && report}
+		<div class="wz-summary">
+			<span class="wz-chip">{t('wiz.total', { n: report.total })}</span>
+			<span class="wz-chip ok">{t('wiz.ok', { n: report.ok })}</span>
+			<span class="wz-chip warn">{t('wiz.warn', { n: report.warn })}</span>
+			<span class="wz-chip fail">{t('wiz.fail', { n: report.fail })}</span>
+			<span class="wz-chip confirm">{t('wiz.confirmCount', { n: report.needs_confirmation })}</span>
+			<span class="wz-chip importable">{t('wiz.importable', { n: report.importable })}</span>
+		</div>
+		<p class="wz-note">{t('wiz.reportHint')}</p>
+
+		<div class="wz-toolbar">
+			<div class="filters" role="group" aria-label={t('wiz.filterLabel')}>
+				<button type="button" class="a-chip" class:sel={rFilter === 'all'} aria-pressed={rFilter === 'all'} onclick={() => (rFilter = 'all')}>
+					{t('wl.filterAll')}
+				</button>
+				<button type="button" class="a-chip" class:sel={rFilter === 'warn'} aria-pressed={rFilter === 'warn'} onclick={() => (rFilter = 'warn')}>
+					{t('wiz.filterWarn')}
+				</button>
+				<button type="button" class="a-chip" class:sel={rFilter === 'blocked'} aria-pressed={rFilter === 'blocked'} onclick={() => (rFilter = 'blocked')}>
+					{t('wiz.filterBlocked')}
+				</button>
+			</div>
+			<input
+				class="a-input wz-search"
+				value={rSearch}
+				oninput={(e) => (rSearch = e.currentTarget.value)}
+				placeholder={t('wiz.searchPh')}
+				aria-label={t('wiz.searchPh')}
+			/>
+		</div>
+
+		<div class="wz-list">
+			{#each filteredFiles.slice(0, visible) as f (rk(f))}
+				<div class="wz-row" class:blocked={!f.importable}>
+					{#if mode === 'files'}
+						<input
+							type="checkbox"
+							class="wz-check"
+							aria-label={t('wiz.includeAria', { name: f.name })}
+							disabled={!f.importable}
+							checked={f.importable && !excludedKeys.has(rk(f))}
+							onchange={(e) => {
+								const next = new Set(excludedKeys);
+								if (e.currentTarget.checked) next.delete(rk(f));
+								else next.add(rk(f));
+								excludedKeys = next;
+							}}
+						/>
+					{/if}
+					<span class="wz-dot {f.status}" title={f.status}></span>
+					<div class="wz-main">
+						<div class="wz-line">
+							<span class="wz-name" title={f.suggested?.description ?? f.name}>{f.name}</span>
+							{#if f.suggested?.model_family}
+								<span class="tag tag-usage">{f.suggested.model_family}</span>
+							{/if}
+							{#if f.suggested}
+								<span class="tag tag-usage">{usageLabel(f.suggested.usage)}</span>
+								<span class="wz-media" aria-hidden="true">
+									{#each f.suggested.media_in as m (m)}
+										<span class="wz-m" title={mediaTitle(m)}><Icon name={mediaIcon(m)} size={12} /></span>
+									{/each}
+									{#if f.suggested.media_out.length}
+										<span class="wz-arrow">→</span>
+										{#each f.suggested.media_out as m (m)}
+											<span class="wz-m" title={mediaTitle(m)}><Icon name={mediaIcon(m)} size={12} /></span>
+										{/each}
+									{/if}
+								</span>
+							{/if}
+							{#if f.status === 'warn'}
+								<span class="tag tag-warn">{t('wiz.warnTag')}</span>
+							{/if}
+							{#if f.needs_confirmation}
+								<span class="tag tag-error">{t('wiz.confirmTag')}</span>
+							{/if}
+							{#if f.preflight && !f.preflight.ok}
+								<span class="tag tag-error" title={f.preflight.findings.map((x) => x.message).join('\n')}>
+									{t('wiz.preflightTag')}
+								</span>
+							{/if}
+						</div>
+						{#if f.source_path}
+							<div class="wz-path mono">{f.source_path}</div>
+						{/if}
+						{#if !f.importable && f.skip_reason}
+							<div class="wz-skip">{t('wiz.skipReason', { reason: skipText(f.skip_reason) })}</div>
+						{/if}
+						{#if needsUsagePick(f)}
+							<label class="wz-usage">
+								<span>{t('wiz.usagePick')}</span>
+								<select
+									class="a-select wz-usage-select"
+									value={usageBy[rk(f)] ?? ''}
+									onchange={(e) => setUsage(f, e.currentTarget.value)}
+								>
+									<option value="">{t('wiz.usageNone')}</option>
+									{#each WORKFLOW_USAGES as u (u)}
+										<option value={u}>{usageLabel(u)}</option>
+									{/each}
+								</select>
+							</label>
+						{/if}
+						{#if f.issues.length}
+							<button type="button" class="wz-issues-toggle" onclick={() => toggleIssue(f)} aria-expanded={expandedIssues.has(rk(f))}>
+								<Icon name="alert" size={12} />
+								{t('wiz.issues', { n: f.issues.length })}
+							</button>
+							{#if expandedIssues.has(rk(f))}
+								<ul class="wz-issues">
+									{#each f.issues as iss, i (`${rk(f)}#${i}`)}
+										<li class="lvl-{iss.level}">
+											<span class="mono">{iss.node_id}</span>
+											{iss.message}
+										</li>
+									{/each}
+								</ul>
+							{/if}
+						{/if}
+					</div>
+				</div>
+			{/each}
+		</div>
+		{#if filteredFiles.length > visible}
+			<button type="button" class="a-btn ghost wz-more" onclick={() => (visible += 100)}>
+				{t('wl.moreCount', { n: Math.min(100, filteredFiles.length - visible), m: filteredFiles.length })}
+			</button>
+		{/if}
+	{:else if step === 'result' && result}
+		<div class="wz-summary">
+			<span class="wz-chip ok">{t('wiz.imported', { n: result.imported })}</span>
+			<span class="wz-chip">{t('wiz.skipped', { n: result.skipped })}</span>
+			{#if result.files.some((f) => f.result === 'failed')}
+				<span class="wz-chip fail">{t('wiz.fail', { n: result.files.filter((f) => f.result === 'failed').length })}</span>
+			{/if}
+		</div>
+		<p class="wz-note">{t('wiz.resultNote')}</p>
+		{#if usageApplied > 0}
+			<p class="wz-note ok">{t('wiz.usageApplied', { n: usageApplied })}</p>
+		{/if}
+		<div class="wz-list">
+			{#each result.files as f (rk(f))}
+				<div class="wz-row">
+					<span class="wz-dot {f.result === 'imported' ? 'ok' : f.result === 'failed' ? 'fail' : 'warn'}"></span>
+					<div class="wz-main">
+						<div class="wz-line">
+							<span class="wz-name">{f.name}</span>
+							{#if f.result === 'imported'}
+								<span class="tag tag-ok">
+									<Icon name="check" size={12} />
+									{t('wiz.importedTag', { id: f.id ?? '?' })}
+								</span>
+							{:else if f.skip_reason === 'conflict' || f.result === 'skipped'}
+								<span class="tag tag-usage">{skipText(f.skip_reason)}</span>
+							{:else}
+								<span class="tag tag-error">{skipText(f.skip_reason)}</span>
+							{/if}
+						</div>
+						{#if f.source_path}
+							<div class="wz-path mono">{f.source_path}</div>
+						{/if}
+					</div>
+				</div>
+			{/each}
+		</div>
+	{/if}
+
+	{#snippet footer()}
+		{#if step === 'source'}
+			<Button variant="secondary" onclick={() => (open = false)}>{t('common.cancel')}</Button>
+			<Button variant="primary" loading={running} disabled={reading} onclick={() => void runDryRun()}>
+				{running ? t('wiz.running') : t('wiz.runDry')}
+			</Button>
+		{:else if step === 'report'}
+			<span class="wz-footer-note">
+				{t('wiz.selectedN', { n: selectedCount })}
+				{#if blockedCount}· {t('wiz.excludedM', { m: blockedCount })}{/if}
+			</span>
+			<Button variant="secondary" disabled={importing} onclick={() => (step = 'source')}>{t('wiz.back')}</Button>
+			<Button variant="primary" loading={importing} disabled={selectedCount === 0} onclick={() => void runImport()}>
+				{importing ? t('wiz.importing') : t('wiz.import')}
+			</Button>
+		{:else}
+			<Button variant="secondary" onclick={() => { reset(); step = 'source'; }}>{t('wiz.again')}</Button>
+			<Button variant="primary" onclick={() => (open = false)}>{t('wiz.done')}</Button>
+		{/if}
+	{/snippet}
+</Drawer>
+
+<style>
+	.wz-steps {
+		display: flex;
+		gap: 6px;
+		list-style: none;
+		padding: 0;
+		margin: 0 0 14px;
+	}
+	.wz-steps li {
+		flex: 1;
+		display: flex;
+		align-items: center;
+		gap: 7px;
+		padding: 8px 10px;
+		border-radius: 8px;
+		border: 1px solid var(--border);
+		background: var(--surface-2);
+		color: var(--text-3);
+		font-size: 12px;
+	}
+	.wz-steps li.active {
+		border-color: var(--accent);
+		color: var(--accent);
+		background: var(--accent-dim);
+		font-weight: 600;
+	}
+	.wz-steps li.done {
+		color: var(--text-2);
+	}
+	.wz-step-n {
+		display: inline-flex;
+		align-items: center;
+		justify-content: center;
+		width: 18px;
+		height: 18px;
+		border-radius: 50%;
+		border: 1px solid currentColor;
+		font-size: 10.5px;
+		flex-shrink: 0;
+	}
+	.wz-error {
+		display: flex;
+		align-items: flex-start;
+		gap: 8px;
+		margin-bottom: 12px;
+		padding: 9px 12px;
+		border-radius: 7px;
+		background: var(--error-dim);
+		color: var(--text-2);
+		font-size: 12px;
+	}
+	.wz-error :global(.icon) {
+		color: var(--error);
+		flex-shrink: 0;
+		margin-top: 1px;
+	}
+	.wz-mode {
+		margin-bottom: 14px;
+	}
+	.seg {
+		display: flex;
+		gap: 6px;
+	}
+	.seg-item {
+		flex: 1;
+		display: inline-flex;
+		align-items: center;
+		justify-content: center;
+		gap: 6px;
+		text-align: center;
+		padding: 8px 6px;
+		border-radius: 7px;
+		border: 1px solid var(--border);
+		background: var(--surface-2);
+		font-size: 12.5px;
+		color: var(--text-2);
+		cursor: pointer;
+		font-family: inherit;
+	}
+	.seg-item.selected {
+		border-color: var(--accent);
+		color: var(--accent);
+		background: var(--accent-dim);
+		font-weight: 600;
+	}
+	.wz-field {
+		display: block;
+		margin-bottom: 14px;
+	}
+	.wz-label {
+		display: block;
+		font-size: 12px;
+		font-weight: 600;
+		color: var(--text-2);
+		margin-bottom: 6px;
+	}
+	.wz-root,
+	.wz-preflight,
+	.wz-search {
+		width: 100%;
+		box-sizing: border-box;
+	}
+	.wz-hint {
+		display: block;
+		margin-top: 5px;
+		font-size: 11px;
+		color: var(--text-3);
+		line-height: 1.6;
+	}
+	.wz-file-hidden {
+		display: none;
+	}
+	.wz-read {
+		display: flex;
+		align-items: center;
+		gap: 6px;
+		margin: 8px 0 0;
+		font-size: 12px;
+		color: var(--text-2);
+	}
+	.wz-read.ok {
+		color: var(--success);
+	}
+	.wz-read.bad {
+		color: var(--warn);
+	}
+	.wz-summary {
+		display: flex;
+		flex-wrap: wrap;
+		gap: 6px;
+		margin-bottom: 8px;
+	}
+	.wz-chip {
+		display: inline-flex;
+		align-items: center;
+		padding: 3px 10px;
+		border-radius: 999px;
+		font-size: 11.5px;
+		font-weight: 600;
+		color: var(--text-2);
+		background: var(--bg-4);
+	}
+	.wz-chip.ok,
+	.wz-chip.importable {
+		color: var(--success);
+		background: var(--success-dim);
+	}
+	.wz-chip.warn {
+		color: var(--warn);
+		background: var(--warn-dim, var(--bg-4));
+	}
+	.wz-chip.fail,
+	.wz-chip.confirm {
+		color: var(--error);
+		background: var(--error-dim);
+	}
+	.wz-note {
+		margin: 0 0 12px;
+		font-size: 11.5px;
+		line-height: 1.6;
+		color: var(--text-3);
+	}
+	.wz-note.ok {
+		color: var(--success);
+	}
+	.wz-toolbar {
+		display: flex;
+		align-items: center;
+		gap: 10px;
+		margin-bottom: 10px;
+		flex-wrap: wrap;
+	}
+	.wz-toolbar .filters {
+		display: flex;
+		gap: 6px;
+	}
+	.wz-search {
+		flex: 1;
+		min-width: 160px;
+	}
+	.wz-list {
+		display: flex;
+		flex-direction: column;
+		gap: 4px;
+	}
+	.wz-row {
+		display: flex;
+		align-items: flex-start;
+		gap: 10px;
+		padding: 8px 10px;
+		border-radius: 8px;
+	}
+	.wz-row:hover {
+		background: var(--surface-2);
+	}
+	.wz-row.blocked .wz-name {
+		color: var(--text-3);
+	}
+	.wz-check {
+		margin-top: 3px;
+		accent-color: var(--accent);
+		flex-shrink: 0;
+	}
+	.wz-dot {
+		width: 8px;
+		height: 8px;
+		border-radius: 50%;
+		margin-top: 6px;
+		flex-shrink: 0;
+	}
+	.wz-dot.ok {
+		background: var(--success);
+	}
+	.wz-dot.warn {
+		background: var(--warn);
+	}
+	.wz-dot.fail {
+		background: var(--error);
+	}
+	.wz-main {
+		flex: 1;
+		min-width: 0;
+	}
+	.wz-line {
+		display: flex;
+		align-items: center;
+		gap: 8px;
+		flex-wrap: wrap;
+	}
+	.wz-name {
+		font-size: 13px;
+		font-weight: 500;
+		color: var(--text);
+		overflow: hidden;
+		text-overflow: ellipsis;
+		white-space: nowrap;
+		max-width: 100%;
+	}
+	.tag {
+		display: inline-flex;
+		align-items: center;
+		gap: 4px;
+		padding: 2px 9px;
+		border-radius: 999px;
+		font-size: 10.5px;
+		font-weight: 600;
+	}
+	.tag-usage {
+		color: var(--text-2);
+		background: var(--bg-4);
+	}
+	.tag-warn {
+		color: var(--warn);
+		background: var(--warn-dim, var(--bg-4));
+	}
+	.tag-error {
+		color: var(--error);
+		background: var(--error-dim);
+	}
+	.tag-ok {
+		color: var(--success);
+		background: var(--success-dim);
+	}
+	.wz-media {
+		display: inline-flex;
+		align-items: center;
+		gap: 3px;
+		color: var(--text-3);
+	}
+	.wz-m {
+		display: inline-flex;
+		align-items: center;
+	}
+	.wz-arrow {
+		font-size: 10px;
+	}
+	.wz-path {
+		margin-top: 2px;
+		font-size: 10.5px;
+		color: var(--text-3);
+		word-break: break-all;
+	}
+	.wz-skip {
+		margin-top: 4px;
+		font-size: 11.5px;
+		color: var(--error);
+		line-height: 1.5;
+	}
+	.wz-usage {
+		display: flex;
+		align-items: center;
+		gap: 8px;
+		margin-top: 6px;
+		font-size: 11.5px;
+		color: var(--text-2);
+	}
+	.wz-usage-select {
+		width: 180px;
+	}
+	.wz-issues-toggle {
+		display: inline-flex;
+		align-items: center;
+		gap: 4px;
+		margin-top: 5px;
+		padding: 0;
+		border: none;
+		background: none;
+		font-family: inherit;
+		font-size: 11.5px;
+		color: var(--warn);
+		cursor: pointer;
+	}
+	.wz-issues-toggle:focus-visible {
+		outline: 2px solid var(--accent);
+		outline-offset: 2px;
+		border-radius: 4px;
+	}
+	.wz-issues {
+		margin: 6px 0 0;
+		padding: 8px 10px;
+		list-style: none;
+		border-radius: 7px;
+		background: var(--surface-2);
+		display: flex;
+		flex-direction: column;
+		gap: 4px;
+	}
+	.wz-issues li {
+		font-size: 11px;
+		color: var(--text-2);
+		line-height: 1.5;
+	}
+	.wz-issues li .mono {
+		color: var(--text-3);
+		margin-right: 6px;
+	}
+	.wz-issues li.lvl-error {
+		color: var(--error);
+	}
+	.wz-more {
+		margin-top: 10px;
+		width: 100%;
+	}
+	.wz-footer-note {
+		margin-right: auto;
+		font-size: 11.5px;
+		color: var(--text-3);
+	}
+</style>

calliope-web/src/lib/components/workflows/WorkflowMetaDialog.svelte

@@ -0,0 +1,259 @@
+<script lang="ts">
+	import Modal from '$lib/components/ui/Modal.svelte';
+	import Button from '$lib/components/ui/Button.svelte';
+	import Icon from '$lib/components/ui/Icon.svelte';
+	import { useQueryClient } from '@tanstack/svelte-query';
+	import { apiErrorMessage, workflows, type WorkflowMeta } from '$lib/api';
+	import { t } from '$lib/i18n.svelte';
+	import { toast } from '$lib/toast';
+
+	/**
+	 * 工作流标注 (HEL-682 / S4)：单条编辑显示名/说明/标签/分类/模型家族；
+	 * 批量模式对选中项做查找替换重命名、统一说明、追加标签与分类标注。
+	 * 只有填写了的字段会被提交，空字段一律不动。
+	 */
+	interface Props {
+		open?: boolean;
+		/** Rows to update — length 1 = single edit (prefilled), >1 = batch. */
+		targets: WorkflowMeta[];
+		/** Known category keys / family names for the datalists. */
+		categories: string[];
+		families: string[];
+		onchanged?: () => void;
+	}
+
+	let { open = $bindable(false), targets, categories, families, onchanged }: Props = $props();
+
+	const client = useQueryClient();
+
+	let name = $state('');
+	let nameFind = $state('');
+	let nameReplace = $state('');
+	let description = $state('');
+	let tagsText = $state('');
+	let category = $state('');
+	let modelFamily = $state('');
+	let applying = $state(false);
+
+	const isBatch = $derived(targets.length > 1);
+
+	$effect(() => {
+		if (open) {
+			const first = targets[0];
+			name = targets.length === 1 ? (first?.name ?? '') : '';
+			nameFind = '';
+			nameReplace = '';
+			description = targets.length === 1 ? (first?.description ?? '') : '';
+			tagsText = targets.length === 1 ? (first?.tags?.join(', ') ?? '') : '';
+			category = targets.length === 1 ? (first?.category ?? '') : '';
+			modelFamily = targets.length === 1 ? (first?.model_family ?? '') : '';
+		}
+	});
+
+	function parseTags(text: string): string[] {
+		return text
+			.split(/[,，]/)
+			.map((s) => s.trim())
+			.filter(Boolean);
+	}
+
+	function payloadFor(row: WorkflowMeta): Record<string, unknown> | null {
+		const payload: Record<string, unknown> = {};
+		if (isBatch) {
+			if (nameFind && row.name.includes(nameFind)) {
+				payload.name = row.name.split(nameFind).join(nameReplace);
+			}
+			if (description.trim()) payload.description = description.trim();
+			if (tagsText.trim()) {
+				const add = parseTags(tagsText);
+				const merged = [...row.tags, ...add.filter((x) => !row.tags.includes(x))];
+				if (merged.length !== row.tags.length) payload.tags = merged;
+			}
+			if (category.trim()) payload.category = category.trim();
+			if (modelFamily.trim()) payload.model_family = modelFamily.trim();
+		} else {
+			if (name.trim() && name.trim() !== row.name) payload.name = name.trim();
+			if (description !== (row.description ?? '')) payload.description = description.trim();
+			const nextTags = parseTags(tagsText);
+			if (JSON.stringify(nextTags) !== JSON.stringify(row.tags ?? [])) payload.tags = nextTags;
+			if (category.trim() !== (row.category ?? '')) payload.category = category.trim();
+			if (modelFamily.trim() !== (row.model_family ?? '')) payload.model_family = modelFamily.trim();
+		}
+		return Object.keys(payload).length ? payload : null;
+	}
+
+	async function apply() {
+		applying = true;
+		try {
+			let done = 0;
+			let failed = 0;
+			for (const row of targets) {
+				const payload = payloadFor(row);
+				if (!payload) {
+					done++; // nothing to change counts as OK (single mode no-op)
+					continue;
+				}
+				try {
+					await workflows.update(row.id, payload);
+					done++;
+				} catch {
+					failed++;
+				}
+			}
+			if (failed === 0) {
+				toast.success(isBatch ? t('md.applied', { n: done }) : t('md.appliedOne'));
+			} else {
+				toast.error(t('md.partial', { n: done, m: failed }));
+			}
+			open = false;
+			client.invalidateQueries({ queryKey: ['workflows'] });
+			onchanged?.();
+		} catch (err) {
+			toast.error(apiErrorMessage(err));
+		} finally {
+			applying = false;
+		}
+	}
+</script>
+
+<Modal bind:open title={isBatch ? t('md.batchTitle', { n: targets.length }) : t('md.title')} size="md">
+	<div class="md-form">
+		{#if isBatch}
+			<p class="md-hint">
+				<Icon name="info" size={14} />
+				{t('md.batchHint')}
+			</p>
+			<div class="md-grid2">
+				<label class="md-field">
+					<span class="md-label">{t('md.nameFind')}</span>
+					<input class="a-input" value={nameFind} oninput={(e) => (nameFind = e.currentTarget.value)} placeholder={t('md.nameFindPh')} />
+				</label>
+				<label class="md-field">
+					<span class="md-label">{t('md.nameReplace')}</span>
+					<input class="a-input" value={nameReplace} oninput={(e) => (nameReplace = e.currentTarget.value)} placeholder={t('md.nameReplacePh')} />
+				</label>
+			</div>
+			<p class="md-sub">{t('md.nameHint')}</p>
+		{:else}
+			<label class="md-field">
+				<span class="md-label">{t('md.name')}</span>
+				<input class="a-input" value={name} oninput={(e) => (name = e.currentTarget.value)} />
+			</label>
+		{/if}
+
+		<label class="md-field">
+			<span class="md-label">{t('md.description')}</span>
+			<textarea
+				class="a-textarea md-desc"
+				rows="2"
+				value={description}
+				oninput={(e) => (description = e.currentTarget.value)}
+				placeholder={t('md.descriptionPh')}
+			></textarea>
+		</label>
+
+		<label class="md-field">
+			<span class="md-label">{t('md.tags')}</span>
+			<input
+				class="a-input"
+				value={tagsText}
+				oninput={(e) => (tagsText = e.currentTarget.value)}
+				placeholder={t('md.tagsPh')}
+			/>
+			<span class="md-sub">{t('md.tagsHint')}</span>
+		</label>
+
+		<div class="md-grid2">
+			<label class="md-field">
+				<span class="md-label">{t('md.category')}</span>
+				<input
+					class="a-input"
+					value={category}
+					list="md-cat-list"
+					oninput={(e) => (category = e.currentTarget.value)}
+				/>
+				<datalist id="md-cat-list">
+					{#each categories as c (c)}
+						<option value={c}></option>
+					{/each}
+				</datalist>
+			</label>
+			<label class="md-field">
+				<span class="md-label">{t('md.modelFamily')}</span>
+				<input
+					class="a-input"
+					value={modelFamily}
+					list="md-family-list"
+					oninput={(e) => (modelFamily = e.currentTarget.value)}
+				/>
+				<datalist id="md-family-list">
+					{#each families as f (f)}
+						<option value={f}></option>
+					{/each}
+				</datalist>
+			</label>
+		</div>
+	</div>
+
+	{#snippet footer()}
+		<Button variant="secondary" disabled={applying} onclick={() => (open = false)}>{t('common.cancel')}</Button>
+		<Button variant="primary" loading={applying} onclick={() => void apply()}>{t('md.apply')}</Button>
+	{/snippet}
+</Modal>
+
+<style>
+	.md-form {
+		display: flex;
+		flex-direction: column;
+		gap: 12px;
+	}
+	.md-hint {
+		display: flex;
+		align-items: flex-start;
+		gap: 8px;
+		margin: 0;
+		padding: 9px 12px;
+		border-radius: 7px;
+		background: var(--surface-2);
+		color: var(--text-2);
+		font-size: 11.5px;
+		line-height: 1.6;
+	}
+	.md-hint :global(.icon) {
+		color: var(--text-3);
+		flex-shrink: 0;
+		margin-top: 2px;
+	}
+	.md-grid2 {
+		display: grid;
+		grid-template-columns: 1fr 1fr;
+		gap: 12px;
+	}
+	.md-field {
+		display: block;
+	}
+	.md-label {
+		display: block;
+		font-size: 12px;
+		font-weight: 600;
+		color: var(--text-2);
+		margin-bottom: 6px;
+	}
+	.md-desc {
+		width: 100%;
+		box-sizing: border-box;
+		resize: vertical;
+	}
+	.md-sub {
+		display: block;
+		margin-top: 5px;
+		font-size: 11px;
+		color: var(--text-3);
+		line-height: 1.5;
+	}
+	@media (max-width: 760px) {
+		.md-grid2 {
+			grid-template-columns: 1fr;
+		}
+	}
+</style>

calliope-web/src/lib/i18n/de.ts

@@ -1902,7 +1902,7 @@ export const de: Dict = {
 	'home.stageProgress': 'Fünf-Phasen-Fortschritt',
 	'tasks.sourceWorkbench': 'Kreativ-Fluss',
 	'jobst.idSuffix': ' · ComfyUI-Prompt-ID {id}',
-	'jobst.done': 'Fertig',
+	'jobst.done': 'Fixiert',
 	'jobst.doneDetail': 'ComfyUI ist fertig, Ergebnisse gespeichert',
 	'jobst.dryRun': 'Platzhalter',
 	'jobst.dryRunDetail': 'Nur Platzhalter: Dry-run ist aktiv, ComfyUI wurde nicht aufgerufen',
@@ -2003,6 +2003,15 @@ export const de: Dict = {
 	'desk.ctxDismiss': 'Herkunftshinweis schließen',
 	'desk.ctxFrom': 'Aus „{project}“',
 	'desk.ctxNoBackfill': 'Ergebnisse bleiben im Verlauf und werden nicht in {stage} übernommen',
+	'desk.ctxBackfill': 'Nach Fertigstellung kann jedes Ergebnis über „Zurück ins Projekt“ an {stage} zurückgegeben werden',
+	'desk.attachToProject': 'Zurück ins Projekt',
+	'desk.attachHint': 'Dieses Ergebnis zurückgeben an: {label}',
+	'desk.attaching': 'Wird zurückgegeben…',
+	'desk.attachedTag': 'Zurückgegeben',
+	'desk.attachBack': 'Zum Projekt',
+	'desk.attachDoneToast': 'Zurück ins Quellprojekt übergeben — im Projekt sichtbar',
+	'desk.attachAlreadyToast': 'Dieses Ergebnis wurde bereits zurückgegeben, nichts dupliziert',
+	'desk.attachFailedToast': 'Rückgabe fehlgeschlagen: {detail}',
 	'desk.dayDate': '{d}.{m}.',
 	'desk.download': 'Herunterladen',
 	'desk.dropNoSlot': '{n} Datei(en) ohne passenden Slot: dieser Workflow hat keinen solchen Eingang',
@@ -2081,6 +2090,36 @@ export const de: Dict = {
 	'desk.wfUntested': 'Nicht getestet',
 	'desk.workflow': 'Workflow',
 	'desk.yesterday': 'Gestern',
+	// --- Dreispaltige Desk (HEL-683) ---
+	'desk.bandChange': "Workflow wechseln",
+	'desk.bayCloudBody': "Cloud-Modelle für Bild / Video (gpt-image2, nano-banana, Jimeng, Kling, …) sind noch nicht angebunden. Nach der Anbindung erscheinen sie mit ihren echten Fähigkeiten — nie als unbenutzbare Einträge.",
+	'desk.bayCloudTitle': "Cloud-Generierung nicht angebunden",
+	'desk.bayCount': "{n} / {total} Workflows",
+	'desk.bayFavOnly': "Favoriten",
+	'desk.bayMore': "{n} weitere anzeigen",
+	'desk.bayNoFamily': "Modell unbekannt",
+	'desk.bayPending': "{n} offen (Zweck / Ausgabe ungeklärt)",
+	'desk.bayReqAria': "Eingabeanforderungen",
+	'desk.bayReqTitle': "Eingabeanforderungen",
+	'desk.baySearchPh': "Name, Beschreibung, Modell, Zweck suchen…",
+	'desk.baySourceCloud': "Cloud",
+	'desk.baySourceLabel': "Generierungsquelle",
+	'desk.baySourceLocal': "Lokal",
+	'desk.modeAll': "Alle",
+	'desk.modeEmpty': "Für diesen Modus gibt es noch keinen nutzbaren Workflow",
+	'desk.modeRailAria': "Aufgabenmodi",
+	'desk.modeRailTitle': "Aufgabenmodi",
+	'desk.pvBackCreate': "Zurück zum Erstellen",
+	'desk.pvCurrent': "Aktueller Workflow",
+	'desk.pvEmpty': "Links einen Workflow wählen, um die Eingaben zu sehen",
+	'desk.pvFav': "Zu Favoriten",
+	'desk.pvLastUsed': "Zuletzt genutzt",
+	'desk.pvParamCount': "Parameter",
+	'desk.pvSlotsLoading': "Eingabeslots werden gelesen…",
+	'desk.pvUnfav': "Aus Favoriten entfernen",
+	'desk.pvUse': "Diesen Workflow verwenden",
+	'desk.railFav': "Favoriten",
+	'desk.railRecent': "Zuletzt",
 	'wfd.stepParse': 'JSON parsen',
 	'wfd.stepNodes': 'Knoten erkennen',
 	'wfd.stepModels': 'Modelle prüfen',
@@ -2097,4 +2136,136 @@ export const de: Dict = {
 	'wfd.nodesPickSuggest': 'Wähle unten die Verwendung und schließe die Ausgangszuordnung ab, bevor du speicherst.',
 	'wfd.showRaw': 'Rohes JSON anzeigen',
 	'wfd.hideRaw': 'Rohes JSON ausblenden',
+
+	// --- Workflow library · batch import & management (HEL-682) ---
+	'wl.hint': 'UI-Format-Workflows stapelweise importieren; suchen, filtern, annotieren — volles JSON nur bei Bedarf',
+	'wl.batchImport': 'Stapelimport',
+	'wl.dedupe': 'Duplikate entfernen',
+	'wl.dedupeTitle': 'Duplizierte Workflows entfernen',
+	'wl.dedupeConfirm': 'Einträge mit identischem Namen UND Inhalt werden gelöscht (der früheste Import bleibt). Gleicher Name mit anderem Inhalt bleibt unangetastet. Fortfahren?',
+	'wl.dedupeDone': '{n} doppelte Workflows entfernt',
+	'wl.dedupeNone': 'Keine doppelten Workflows gefunden',
+	'wl.favCount': '{n} Favoriten',
+	'wl.searchPh': 'Name, Beschreibung, Tags, Modell suchen… (/ drücken)',
+	'wl.filterLabel': 'Filter',
+	'wl.filterAll': 'Alle',
+	'wl.filterFav': 'Favoriten',
+	'wl.filterPending': 'Offen',
+	'wl.filterDisabled': 'Deaktiviert',
+	'wl.favAria': 'Favorisieren',
+	'wl.unfavAria': 'Favorit entfernen',
+	'wl.categoryLabel': 'Kategorie',
+	'wl.categoryAll': 'Alle Kategorien',
+	'wl.familyLabel': 'Modellfamilie',
+	'wl.familyAll': 'Alle Familien',
+	'wl.mediaLabel': 'Medium',
+	'wl.mediaAll': 'Alle Medien',
+	'wl.mediaImage': 'Bild',
+	'wl.mediaVideo': 'Video',
+	'wl.mediaAudio': 'Audio',
+	'wl.mediaIn': 'Eingabe',
+	'wl.mediaOut': 'Ausgabe',
+	'wl.sortLabel': 'Sortierung',
+	'wl.sortRecent': 'Favoriten / zuletzt',
+	'wl.sortName': 'Name',
+	'wl.resetFilters': 'Filter zurücksetzen',
+	'wl.noMatch': 'Keine Workflows entsprechen den Filtern',
+	'wl.resultCount': '{n} von {m}',
+	'wl.selected': '{n} ausgewählt',
+	'wl.batchLabel': 'Stapelaktionen',
+	'wl.batchAnnotate': 'Annotieren',
+	'wl.batchEnable': 'Aktivieren',
+	'wl.batchDisable': 'Deaktivieren',
+	'wl.clearSel': 'Auswahl aufheben',
+	'wl.batchDone': '{n} Workflows aktualisiert',
+	'wl.batchPartial': '{n} erfolgreich, {m} fehlgeschlagen (zuerst Verwendung und Ausgabe klären)',
+	'wl.selectAll': 'Alle aufgelisteten Workflows auswählen',
+	'wl.rowCheckAria': '{name} auswählen',
+	'wl.headMeta': 'Metadaten',
+	'wl.headActions': 'Aktionen',
+	'wl.enableAria': '{name} aktivieren oder deaktivieren',
+	'wl.enableBlocked': 'Verwendung und Ausgabeknoten vor Aktivierung festlegen',
+	'wl.editMeta': 'Metadaten bearbeiten',
+	'wl.lastUsed': 'Zuletzt verwendet',
+	'wl.moreCount': '{n} mehr anzeigen ({m} gesamt)',
+	'wfCat.basic': 'Grundverarbeitung',
+	'wfCat.audioTts': 'Sprachgenerierung',
+	'wfCat.music': 'Musikgenerierung',
+	'wfCat.image': 'Bildgenerierung',
+	'wfCat.video': 'Videogenerierung',
+	'wfCat.digitalHuman': 'Digitaler Mensch',
+	'wfCat.motionTransfer': 'Bewegungsübertragung',
+	'md.title': 'Workflow-Metadaten',
+	'md.batchTitle': 'Stapel-Annotieren ({n})',
+	'md.batchHint': 'Nur ausgefüllte Felder werden angewendet; Namen per Suchen→Ersetzen, Tags werden ergänzt.',
+	'md.name': 'Anzeigename',
+	'md.nameFind': 'Suchen',
+	'md.nameFindPh': 'Zu ersetzender Text…',
+	'md.nameReplace': 'Ersetzen mit',
+	'md.nameReplacePh': 'Ersatztext…',
+	'md.nameHint': 'Leeres „Suchen“ lässt Namen unverändert.',
+	'md.description': 'Beschreibung',
+	'md.descriptionPh': 'Eine Zeile, was dieser Workflow tut…',
+	'md.tags': 'Tags',
+	'md.tagsPh': 'z. B. schnell, hohe Qualität',
+	'md.tagsHint': 'Kommagetrennt; im Stapelmodus werden sie ergänzt.',
+	'md.category': 'Kategorie',
+	'md.modelFamily': 'Modellfamilie',
+	'md.apply': 'Anwenden',
+	'md.applied': '{n} Workflows aktualisiert',
+	'md.appliedOne': 'Aktualisiert',
+	'md.partial': '{n} erfolgreich, {m} fehlgeschlagen',
+	'wiz.title': 'Workflows stapelweise importieren',
+	'wiz.stepSource': 'Quelle',
+	'wiz.stepReport': 'Prüfbericht',
+	'wiz.stepResult': 'Ergebnis',
+	'wiz.sourceLabel': 'Importquelle',
+	'wiz.modeScan': 'Serververzeichnis scannen',
+	'wiz.modeFiles': 'Lokale Dateien wählen',
+	'wiz.rootLabel': 'Serververzeichnis',
+	'wiz.rootHint': 'Ein Verzeichnispfad auf dem Server (z. B. example_ComfyUI_workflows des Repos); UI-Format-JSONs werden rekursiv gescannt, API-Format und andere übersprungen.',
+	'wiz.preflight': 'Preflight gegen echtes ComfyUI (optional)',
+	'wiz.preflightNone': 'Überspringen (Offline-Konvertierung)',
+	'wiz.preflightHint': 'Mit gewählter Verbindung werden konvertierte Graphen Knoten für Knoten geprüft.',
+	'wiz.pickFiles': 'Lokale Dateien',
+	'wiz.pickFilesBtn': 'JSON-Dateien wählen (mehrere)',
+	'wiz.pickFilesHint': 'ComfyUI-Workflows im UI-Format wählen; Mehrfachauswahl möglich.',
+	'wiz.parsed': '{n} Dateien gelesen',
+	'wiz.notUi': '{n} Dateien sind kein UI-Format (kein nodes-Array) und wurden übersprungen',
+	'wiz.noFiles': 'Zuerst Dateien zum Import auswählen',
+	'wiz.runDry': 'Probelauf starten (nichts wird gespeichert)',
+	'wiz.running': 'Prüfe…',
+	'wiz.total': '{n} Dateien',
+	'wiz.ok': 'OK {n}',
+	'wiz.warn': 'Warnung {n}',
+	'wiz.fail': 'Fehler {n}',
+	'wiz.confirmCount': 'Prüfung nötig {n}',
+	'wiz.importable': 'Importierbar {n}',
+	'wiz.reportHint': 'Der Probelauf speichert nichts. Warnungen werden aktiviert importiert, sobald eine Verwendung angegeben ist; prüfungspflichtige und fehlgeschlagene Dateien werden nie importiert.',
+	'wiz.filterLabel': 'Berichtsfilter',
+	'wiz.filterWarn': 'Nur Warnungen',
+	'wiz.filterBlocked': 'Nicht importierbar',
+	'wiz.searchPh': 'Dateinamen suchen…',
+	'wiz.includeAria': '{name} importieren',
+	'wiz.skipReason': 'Nicht importierbar: {reason}',
+	'wiz.issues': '{n} Konvertierungshinweise',
+	'wiz.usagePick': 'Verwendung:',
+	'wiz.usageNone': 'Vorerst überspringen (nach Import offen)',
+	'wiz.selectedN': '{n} Dateien werden importiert',
+	'wiz.excludedM': '{m} nicht importierbar',
+	'wiz.import': 'Importieren',
+	'wiz.importing': 'Importiere…',
+	'wiz.back': 'Zurück',
+	'wiz.imported': '{n} importiert',
+	'wiz.skipped': '{n} übersprungen',
+	'wiz.conflict': 'Existiert bereits (Duplikat übersprungen)',
+	'wiz.usageApplied': 'Verwendung für {n} neue Importe gesetzt',
+	'wiz.done': 'Fertig',
+	'wiz.again': 'Weitere Charge importieren',
+	'wiz.resultNote': 'Dateien mit identischem Inhalt werden automatisch übersprungen — Wiederholung erzeugt keine Duplikate.',
+	'wiz.importedToast': '{n} Workflows importiert',
+	'wiz.warnTag': 'Warnung',
+	'wiz.confirmTag': 'Prüfung nötig',
+	'wiz.preflightTag': 'Preflight fehlgeschlagen',
+	'wiz.importedTag': 'Importiert #{id}',
 };

calliope-web/src/lib/i18n/en.ts

@@ -1901,7 +1901,7 @@ export const en = {
 	'home.stageProgress': 'Five-stage progress',
 	'tasks.sourceWorkbench': 'Creation flow',
 	'jobst.idSuffix': ' · ComfyUI prompt ID {id}',
-	'jobst.done': 'Done',
+	'jobst.done': 'Fixed',
 	'jobst.doneDetail': 'ComfyUI finished and the results are saved',
 	'jobst.dryRun': 'Placeholder',
 	'jobst.dryRunDetail': 'Placeholder only: Dry-run is on, ComfyUI was not called',
@@ -2002,6 +2002,15 @@ export const en = {
 	'desk.ctxDismiss': 'Dismiss source note',
 	'desk.ctxFrom': 'From “{project}”',
 	'desk.ctxNoBackfill': 'Results stay in the desk feed and are not filled back into {stage}',
+	'desk.ctxBackfill': 'When a take is done, use “Send back to project” on its card to return it to {stage}',
+	'desk.attachToProject': 'Send back to project',
+	'desk.attachHint': 'Send this take back to its source: {label}',
+	'desk.attaching': 'Sending back…',
+	'desk.attachedTag': 'Sent back',
+	'desk.attachBack': 'Back to project',
+	'desk.attachDoneToast': 'Sent back to the source project — open the project to see it',
+	'desk.attachAlreadyToast': 'This take was already sent back; nothing duplicated',
+	'desk.attachFailedToast': 'Could not send back: {detail}',
 	'desk.dayDate': '{m}/{d}',
 	'desk.download': 'Download',
 	'desk.dropNoSlot': '{n} file(s) have no slot: this workflow has no input of that kind',
@@ -2080,6 +2089,36 @@ export const en = {
 	'desk.wfUntested': 'Not tested',
 	'desk.workflow': 'Workflow',
 	'desk.yesterday': 'Yesterday',
+	// --- Three-section desk (HEL-683) ---
+	'desk.bandChange': "Change workflow",
+	'desk.bayCloudBody': "Cloud image / video models (gpt-image2, nano-banana, Jimeng, Kling, …) are not connected to this product yet. Once integrated they will be listed with their real capabilities — never as unusable entries.",
+	'desk.bayCloudTitle': "Cloud generation not connected",
+	'desk.bayCount': "{n} / {total} workflows",
+	'desk.bayFavOnly': "Favorites",
+	'desk.bayMore': "Show {n} more",
+	'desk.bayNoFamily': "Unrecognized model",
+	'desk.bayPending': "{n} pending confirmation (usage / output unsettled)",
+	'desk.bayReqAria': "Input requirements",
+	'desk.bayReqTitle': "Input requirements",
+	'desk.baySearchPh': "Search name, description, model, usage…",
+	'desk.baySourceCloud': "Cloud",
+	'desk.baySourceLabel': "Generation source",
+	'desk.baySourceLocal': "Local",
+	'desk.modeAll': "All",
+	'desk.modeEmpty': "No runnable workflow for this mode yet",
+	'desk.modeRailAria': "Task modes",
+	'desk.modeRailTitle': "Task modes",
+	'desk.pvBackCreate': "Back to creating",
+	'desk.pvCurrent': "Current workflow",
+	'desk.pvEmpty': "Pick a workflow on the left to see its input requirements",
+	'desk.pvFav': "Add to favorites",
+	'desk.pvLastUsed': "Last used",
+	'desk.pvParamCount': "Parameters",
+	'desk.pvSlotsLoading': "Loading input slots…",
+	'desk.pvUnfav': "Remove from favorites",
+	'desk.pvUse': "Use this workflow",
+	'desk.railFav': "Favorites",
+	'desk.railRecent': "Recent",
 	'wfd.stepParse': 'Parse JSON',
 	'wfd.stepNodes': 'Identify nodes',
 	'wfd.stepModels': 'Verify models',
@@ -2096,6 +2135,138 @@ export const en = {
 	'wfd.nodesPickSuggest': 'Pick the usage and finish the output mapping below before saving.',
 	'wfd.showRaw': 'View raw JSON',
 	'wfd.hideRaw': 'Hide raw JSON',
+
+	// --- Workflow library · batch import & management (HEL-682) ---
+	'wl.hint': 'Batch-import UI-format workflows; search, filter and annotate — full JSON loads only per action',
+	'wl.batchImport': 'Batch import',
+	'wl.dedupe': 'Dedupe',
+	'wl.dedupeTitle': 'Remove duplicate workflows',
+	'wl.dedupeConfirm': 'This deletes entries whose name AND content are identical (the earliest import is kept). Same name with different content is your variant and stays untouched. Continue?',
+	'wl.dedupeDone': 'Removed {n} duplicate workflows',
+	'wl.dedupeNone': 'No duplicate workflows found',
+	'wl.favCount': '{n} favorites',
+	'wl.searchPh': 'Search name, description, tags, model… (press /)',
+	'wl.filterLabel': 'Filters',
+	'wl.filterAll': 'All',
+	'wl.filterFav': 'Favorites',
+	'wl.filterPending': 'Pending',
+	'wl.filterDisabled': 'Disabled',
+	'wl.favAria': 'Favorite',
+	'wl.unfavAria': 'Unfavorite',
+	'wl.categoryLabel': 'Category',
+	'wl.categoryAll': 'All categories',
+	'wl.familyLabel': 'Model family',
+	'wl.familyAll': 'All families',
+	'wl.mediaLabel': 'Media',
+	'wl.mediaAll': 'All media',
+	'wl.mediaImage': 'Image',
+	'wl.mediaVideo': 'Video',
+	'wl.mediaAudio': 'Audio',
+	'wl.mediaIn': 'Input',
+	'wl.mediaOut': 'Output',
+	'wl.sortLabel': 'Sort',
+	'wl.sortRecent': 'Favorite / recent',
+	'wl.sortName': 'Name',
+	'wl.resetFilters': 'Clear filters',
+	'wl.noMatch': 'No workflows match the current filters',
+	'wl.resultCount': '{n} of {m} match',
+	'wl.selected': '{n} selected',
+	'wl.batchLabel': 'Batch actions',
+	'wl.batchAnnotate': 'Annotate',
+	'wl.batchEnable': 'Enable',
+	'wl.batchDisable': 'Disable',
+	'wl.clearSel': 'Clear selection',
+	'wl.batchDone': 'Updated {n} workflows',
+	'wl.batchPartial': '{n} succeeded, {m} failed (usage and output mapping must be settled first)',
+	'wl.selectAll': 'Select all listed workflows',
+	'wl.rowCheckAria': 'Select {name}',
+	'wl.headMeta': 'Metadata',
+	'wl.headActions': 'Actions',
+	'wl.enableAria': 'Enable or disable {name}',
+	'wl.enableBlocked': 'Settle usage and output nodes before enabling',
+	'wl.editMeta': 'Edit metadata',
+	'wl.lastUsed': 'Last used',
+	'wl.moreCount': 'Show {n} more ({m} total)',
+	'wfCat.basic': 'Basic processing',
+	'wfCat.audioTts': 'Speech generation',
+	'wfCat.music': 'Music generation',
+	'wfCat.image': 'Image generation',
+	'wfCat.video': 'Video generation',
+	'wfCat.digitalHuman': 'Digital human',
+	'wfCat.motionTransfer': 'Motion transfer',
+	'md.title': 'Workflow metadata',
+	'md.batchTitle': 'Batch annotate ({n})',
+	'md.batchHint': 'Only filled fields are applied; names are renamed via find→replace and tags are appended.',
+	'md.name': 'Display name',
+	'md.nameFind': 'Find',
+	'md.nameFindPh': 'Text to replace…',
+	'md.nameReplace': 'Replace with',
+	'md.nameReplacePh': 'Replacement text…',
+	'md.nameHint': 'Leave “Find” empty to keep names unchanged.',
+	'md.description': 'Description',
+	'md.descriptionPh': 'One line about what this workflow does…',
+	'md.tags': 'Tags',
+	'md.tagsPh': 'e.g. fast, high quality',
+	'md.tagsHint': 'Comma separated; appended in batch mode.',
+	'md.category': 'Category',
+	'md.modelFamily': 'Model family',
+	'md.apply': 'Apply',
+	'md.applied': 'Updated {n} workflows',
+	'md.appliedOne': 'Updated',
+	'md.partial': '{n} succeeded, {m} failed',
+	'wiz.title': 'Batch import workflows',
+	'wiz.stepSource': 'Source',
+	'wiz.stepReport': 'Dry-run report',
+	'wiz.stepResult': 'Result',
+	'wiz.sourceLabel': 'Import source',
+	'wiz.modeScan': 'Scan server directory',
+	'wiz.modeFiles': 'Pick local files',
+	'wiz.rootLabel': 'Server directory',
+	'wiz.rootHint': 'A directory path on the server (e.g. the repo’s example_ComfyUI_workflows); UI-format ComfyUI JSONs inside are scanned recursively — API-format and other JSONs are skipped.',
+	'wiz.preflight': 'Preflight against a live ComfyUI (optional)',
+	'wiz.preflightNone': 'Skip (offline conversion)',
+	'wiz.preflightHint': 'With a connection selected, converted graphs are checked node-by-node against that ComfyUI.',
+	'wiz.pickFiles': 'Local files',
+	'wiz.pickFilesBtn': 'Choose JSON files (multiple)',
+	'wiz.pickFilesHint': 'Pick ComfyUI UI-format workflow JSONs; multiple selection supported.',
+	'wiz.parsed': '{n} files read',
+	'wiz.notUi': '{n} files are not UI-format (no nodes array) and were skipped',
+	'wiz.noFiles': 'Choose files to import first',
+	'wiz.runDry': 'Run dry-run (nothing stored)',
+	'wiz.running': 'Checking…',
+	'wiz.total': '{n} files',
+	'wiz.ok': 'OK {n}',
+	'wiz.warn': 'Warn {n}',
+	'wiz.fail': 'Fail {n}',
+	'wiz.confirmCount': 'Need review {n}',
+	'wiz.importable': 'Importable {n}',
+	'wiz.reportHint': 'The dry-run stores nothing. Warn items import enabled once a usage is supplied; needs-review and failed items are never imported nor marked runnable.',
+	'wiz.filterLabel': 'Report filters',
+	'wiz.filterWarn': 'Warnings only',
+	'wiz.filterBlocked': 'Not importable',
+	'wiz.searchPh': 'Search file name…',
+	'wiz.includeAria': 'Import {name}',
+	'wiz.skipReason': 'Not importable: {reason}',
+	'wiz.issues': '{n} conversion notes',
+	'wiz.usagePick': 'Usage:',
+	'wiz.usageNone': 'Skip for now (pending after import)',
+	'wiz.selectedN': '{n} files will be imported',
+	'wiz.excludedM': '{m} not importable',
+	'wiz.import': 'Import',
+	'wiz.importing': 'Importing…',
+	'wiz.back': 'Back',
+	'wiz.imported': 'Imported {n}',
+	'wiz.skipped': 'Skipped {n}',
+	'wiz.conflict': 'Already exists (duplicate skipped)',
+	'wiz.usageApplied': 'Usage supplied for {n} new imports',
+	'wiz.done': 'Done',
+	'wiz.again': 'Import another batch',
+	'wiz.resultNote': 'Files with identical content are skipped automatically — re-running never creates duplicates.',
+	'wiz.importedToast': 'Imported {n} workflows',
+	'wiz.warnTag': 'Warn',
+	'wiz.confirmTag': 'Needs review',
+	'wiz.preflightTag': 'Preflight failed',
+	'wiz.importedTag': 'Imported #{id}',
 };
 
 export type Dict = typeof en;

calliope-web/src/lib/i18n/es.ts

@@ -1902,7 +1902,7 @@ export const es: Dict = {
 	'home.stageProgress': 'Progreso de cinco etapas',
 	'tasks.sourceWorkbench': 'Flujo de creación',
 	'jobst.idSuffix': ' · ID de prompt de ComfyUI {id}',
-	'jobst.done': 'Listo',
+	'jobst.done': 'Fijado',
 	'jobst.doneDetail': 'ComfyUI terminó y los resultados se guardaron',
 	'jobst.dryRun': 'Marcador',
 	'jobst.dryRunDetail': 'Solo marcador: Dry-run activo, no se llamó a ComfyUI',
@@ -2003,6 +2003,15 @@ export const es: Dict = {
 	'desk.ctxDismiss': 'Cerrar aviso de origen',
 	'desk.ctxFrom': 'De «{project}»',
 	'desk.ctxNoBackfill': 'Los resultados quedan en el registro y no se devuelven a {stage}',
+	'desk.ctxBackfill': 'Al terminar, usa «Enviar al proyecto» en la tarjeta para devolver el resultado a {stage}',
+	'desk.attachToProject': 'Enviar al proyecto',
+	'desk.attachHint': 'Enviar este resultado a su origen: {label}',
+	'desk.attaching': 'Enviando…',
+	'desk.attachedTag': 'Enviado',
+	'desk.attachBack': 'Ir al proyecto',
+	'desk.attachDoneToast': 'Enviado al proyecto de origen: ábrelo para verlo',
+	'desk.attachAlreadyToast': 'Este resultado ya fue enviado; no se duplicó nada',
+	'desk.attachFailedToast': 'No se pudo enviar: {detail}',
 	'desk.dayDate': '{d}/{m}',
 	'desk.download': 'Descargar',
 	'desk.dropNoSlot': '{n} archivo(s) sin ranura: este flujo no tiene esa entrada',
@@ -2081,6 +2090,36 @@ export const es: Dict = {
 	'desk.wfUntested': 'Sin probar',
 	'desk.workflow': 'Flujo',
 	'desk.yesterday': 'Ayer',
+	// --- Escritorio de tres secciones (HEL-683) ---
+	'desk.bandChange': "Cambiar flujo",
+	'desk.bayCloudBody': "Los modelos de nube para imagen / vídeo (gpt-image2, nano-banana, Jimeng, Kling, …) aún no están conectados a este producto. Al integrarse se listarán con sus capacidades reales, nunca como entradas inutilizables.",
+	'desk.bayCloudTitle': "Generación en la nube no conectada",
+	'desk.bayCount': "{n} / {total} flujos",
+	'desk.bayFavOnly': "Favoritos",
+	'desk.bayMore': "Mostrar {n} más",
+	'desk.bayNoFamily': "Modelo no identificado",
+	'desk.bayPending': "{n} pendientes de confirmar (uso / salida sin fijar)",
+	'desk.bayReqAria': "Requisitos de entrada",
+	'desk.bayReqTitle': "Requisitos de entrada",
+	'desk.baySearchPh': "Buscar nombre, descripción, modelo, uso…",
+	'desk.baySourceCloud': "Nube",
+	'desk.baySourceLabel': "Origen de generación",
+	'desk.baySourceLocal': "Local",
+	'desk.modeAll': "Todos",
+	'desk.modeEmpty': "Aún no hay flujo utilizable para este modo",
+	'desk.modeRailAria': "Modos de tarea",
+	'desk.modeRailTitle': "Modos de tarea",
+	'desk.pvBackCreate': "Volver a crear",
+	'desk.pvCurrent': "Flujo actual",
+	'desk.pvEmpty': "Elige un flujo a la izquierda para ver sus requisitos",
+	'desk.pvFav': "Añadir a favoritos",
+	'desk.pvLastUsed': "Último uso",
+	'desk.pvParamCount': "Parámetros",
+	'desk.pvSlotsLoading': "Leyendo ranuras de entrada…",
+	'desk.pvUnfav': "Quitar de favoritos",
+	'desk.pvUse': "Usar este flujo",
+	'desk.railFav': "Favoritos",
+	'desk.railRecent': "Recientes",
 	'wfd.stepParse': 'Analizar JSON',
 	'wfd.stepNodes': 'Identificar nodos',
 	'wfd.stepModels': 'Verificar modelos',
@@ -2097,4 +2136,136 @@ export const es: Dict = {
 	'wfd.nodesPickSuggest': 'Elige el uso y completa el mapeo de salida abajo antes de guardar.',
 	'wfd.showRaw': 'Ver JSON original',
 	'wfd.hideRaw': 'Ocultar JSON original',
+
+	// --- Workflow library · batch import & management (HEL-682) ---
+	'wl.hint': 'Importa por lotes flujos en formato UI; busca, filtra y anota — el JSON completo solo se carga al actuar',
+	'wl.batchImport': 'Importar por lotes',
+	'wl.dedupe': 'Deduplicar',
+	'wl.dedupeTitle': 'Eliminar flujos duplicados',
+	'wl.dedupeConfirm': 'Se eliminan las entradas con nombre Y contenido idénticos (se conserva la primera importada). Mismo nombre con contenido distinto no se toca. ¿Continuar?',
+	'wl.dedupeDone': 'Se eliminaron {n} flujos duplicados',
+	'wl.dedupeNone': 'No se encontraron flujos duplicados',
+	'wl.favCount': '{n} favoritos',
+	'wl.searchPh': 'Buscar nombre, descripción, etiquetas, modelo… (pulsa /)',
+	'wl.filterLabel': 'Filtros',
+	'wl.filterAll': 'Todos',
+	'wl.filterFav': 'Favoritos',
+	'wl.filterPending': 'Pendientes',
+	'wl.filterDisabled': 'Desactivados',
+	'wl.favAria': 'Marcar como favorito',
+	'wl.unfavAria': 'Quitar de favoritos',
+	'wl.categoryLabel': 'Categoría',
+	'wl.categoryAll': 'Todas las categorías',
+	'wl.familyLabel': 'Familia de modelo',
+	'wl.familyAll': 'Todas las familias',
+	'wl.mediaLabel': 'Medio',
+	'wl.mediaAll': 'Todos los medios',
+	'wl.mediaImage': 'Imagen',
+	'wl.mediaVideo': 'Vídeo',
+	'wl.mediaAudio': 'Audio',
+	'wl.mediaIn': 'Entrada',
+	'wl.mediaOut': 'Salida',
+	'wl.sortLabel': 'Orden',
+	'wl.sortRecent': 'Favoritos / recientes',
+	'wl.sortName': 'Nombre',
+	'wl.resetFilters': 'Limpiar filtros',
+	'wl.noMatch': 'Ningún flujo coincide con los filtros',
+	'wl.resultCount': '{n} de {m}',
+	'wl.selected': '{n} seleccionados',
+	'wl.batchLabel': 'Acciones por lotes',
+	'wl.batchAnnotate': 'Anotar',
+	'wl.batchEnable': 'Activar',
+	'wl.batchDisable': 'Desactivar',
+	'wl.clearSel': 'Limpiar selección',
+	'wl.batchDone': '{n} flujos actualizados',
+	'wl.batchPartial': '{n} con éxito, {m} fallidos (confirma antes uso y salida)',
+	'wl.selectAll': 'Seleccionar todos los flujos listados',
+	'wl.rowCheckAria': 'Seleccionar {name}',
+	'wl.headMeta': 'Metadatos',
+	'wl.headActions': 'Acciones',
+	'wl.enableAria': 'Activar o desactivar {name}',
+	'wl.enableBlocked': 'Confirma uso y nodos de salida antes de activar',
+	'wl.editMeta': 'Editar metadatos',
+	'wl.lastUsed': 'Último uso',
+	'wl.moreCount': 'Mostrar {n} más ({m} en total)',
+	'wfCat.basic': 'Procesamiento básico',
+	'wfCat.audioTts': 'Generación de voz',
+	'wfCat.music': 'Generación de música',
+	'wfCat.image': 'Generación de imágenes',
+	'wfCat.video': 'Generación de vídeo',
+	'wfCat.digitalHuman': 'Humano digital',
+	'wfCat.motionTransfer': 'Transferencia de movimiento',
+	'md.title': 'Metadatos del flujo',
+	'md.batchTitle': 'Anotar por lotes ({n})',
+	'md.batchHint': 'Solo se aplican los campos rellenados; los nombres se renombran con buscar→reemplazar y las etiquetas se añaden.',
+	'md.name': 'Nombre visible',
+	'md.nameFind': 'Buscar',
+	'md.nameFindPh': 'Texto a reemplazar…',
+	'md.nameReplace': 'Reemplazar por',
+	'md.nameReplacePh': 'Texto de reemplazo…',
+	'md.nameHint': 'Deja «Buscar» vacío para no cambiar nombres.',
+	'md.description': 'Descripción',
+	'md.descriptionPh': 'Una línea sobre qué hace este flujo…',
+	'md.tags': 'Etiquetas',
+	'md.tagsPh': 'p. ej. rápido, alta calidad',
+	'md.tagsHint': 'Separadas por comas; en lote se añaden.',
+	'md.category': 'Categoría',
+	'md.modelFamily': 'Familia de modelo',
+	'md.apply': 'Aplicar',
+	'md.applied': '{n} flujos actualizados',
+	'md.appliedOne': 'Actualizado',
+	'md.partial': '{n} con éxito, {m} fallidos',
+	'wiz.title': 'Importar flujos por lotes',
+	'wiz.stepSource': 'Origen',
+	'wiz.stepReport': 'Informe de prueba',
+	'wiz.stepResult': 'Resultado',
+	'wiz.sourceLabel': 'Origen de importación',
+	'wiz.modeScan': 'Escanear carpeta del servidor',
+	'wiz.modeFiles': 'Elegir archivos locales',
+	'wiz.rootLabel': 'Carpeta del servidor',
+	'wiz.rootHint': 'Ruta de carpeta en el servidor (p. ej. example_ComfyUI_workflows del repo); se escanean recursivamente los JSON en formato UI, el formato API y otros JSON se omiten.',
+	'wiz.preflight': 'Preflight contra un ComfyUI real (opcional)',
+	'wiz.preflightNone': 'Omitir (conversión sin conexión)',
+	'wiz.preflightHint': 'Con una conexión elegida, los grafos convertidos se verifican nodo a nodo.',
+	'wiz.pickFiles': 'Archivos locales',
+	'wiz.pickFilesBtn': 'Elegir archivos JSON (varios)',
+	'wiz.pickFilesHint': 'Elige JSON de flujos ComfyUI en formato UI; se admite selección múltiple.',
+	'wiz.parsed': '{n} archivos leídos',
+	'wiz.notUi': '{n} archivos no son formato UI (sin array nodes) y se omitieron',
+	'wiz.noFiles': 'Elige primero los archivos a importar',
+	'wiz.runDry': 'Ejecutar prueba (no se guarda nada)',
+	'wiz.running': 'Comprobando…',
+	'wiz.total': '{n} archivos',
+	'wiz.ok': 'OK {n}',
+	'wiz.warn': 'Avisos {n}',
+	'wiz.fail': 'Fallos {n}',
+	'wiz.confirmCount': 'Requieren revisión {n}',
+	'wiz.importable': 'Importables {n}',
+	'wiz.reportHint': 'La prueba no guarda nada. Los avisos se importan activados al indicar un uso; los que requieren revisión o fallaron nunca se importan.',
+	'wiz.filterLabel': 'Filtros del informe',
+	'wiz.filterWarn': 'Solo avisos',
+	'wiz.filterBlocked': 'No importables',
+	'wiz.searchPh': 'Buscar nombre de archivo…',
+	'wiz.includeAria': 'Importar {name}',
+	'wiz.skipReason': 'No importable: {reason}',
+	'wiz.issues': '{n} notas de conversión',
+	'wiz.usagePick': 'Uso:',
+	'wiz.usageNone': 'Omitir por ahora (pendiente tras importar)',
+	'wiz.selectedN': 'Se importarán {n} archivos',
+	'wiz.excludedM': '{m} no importables',
+	'wiz.import': 'Importar',
+	'wiz.importing': 'Importando…',
+	'wiz.back': 'Atrás',
+	'wiz.imported': '{n} importados',
+	'wiz.skipped': '{n} omitidos',
+	'wiz.conflict': 'Ya existe (duplicado omitido)',
+	'wiz.usageApplied': 'Uso indicado para {n} importaciones nuevas',
+	'wiz.done': 'Hecho',
+	'wiz.again': 'Importar otro lote',
+	'wiz.resultNote': 'Los archivos con contenido idéntico se omiten automáticamente; repetir no crea duplicados.',
+	'wiz.importedToast': '{n} flujos importados',
+	'wiz.warnTag': 'Aviso',
+	'wiz.confirmTag': 'Requiere revisión',
+	'wiz.preflightTag': 'Preflight fallido',
+	'wiz.importedTag': 'Importado #{id}',
 };

calliope-web/src/lib/i18n/fr.ts

@@ -1902,7 +1902,7 @@ export const fr: Dict = {
 	'home.stageProgress': 'Progression en cinq étapes',
 	'tasks.sourceWorkbench': 'Flux de création',
 	'jobst.idSuffix': ' · ID de prompt ComfyUI {id}',
-	'jobst.done': 'Terminé',
+	'jobst.done': 'Fixé',
 	'jobst.doneDetail': 'ComfyUI a terminé, résultats enregistrés',
 	'jobst.dryRun': 'Substitut',
 	'jobst.dryRunDetail': 'Substitut uniquement : Dry-run actif, ComfyUI n\'a pas été appelé',
@@ -2003,6 +2003,15 @@ export const fr: Dict = {
 	'desk.ctxDismiss': 'Fermer la note d’origine',
 	'desk.ctxFrom': 'Depuis « {project} »',
 	'desk.ctxNoBackfill': 'Les résultats restent dans le fil et ne sont pas renvoyés vers {stage}',
+	'desk.ctxBackfill': 'Une fois terminé, utilisez « Renvoyer au projet » sur la carte pour renvoyer le résultat vers {stage}',
+	'desk.attachToProject': 'Renvoyer au projet',
+	'desk.attachHint': 'Renvoyer ce résultat à sa source : {label}',
+	'desk.attaching': 'Envoi…',
+	'desk.attachedTag': 'Renvoyé',
+	'desk.attachBack': 'Voir le projet',
+	'desk.attachDoneToast': 'Renvoyé au projet source — ouvrez le projet pour le voir',
+	'desk.attachAlreadyToast': 'Ce résultat a déjà été renvoyé ; rien de dupliqué',
+	'desk.attachFailedToast': 'Échec du renvoi : {detail}',
 	'desk.dayDate': '{d}/{m}',
 	'desk.download': 'Télécharger',
 	'desk.dropNoSlot': '{n} fichier(s) sans emplacement : ce workflow n’a pas cette entrée',
@@ -2081,6 +2090,36 @@ export const fr: Dict = {
 	'desk.wfUntested': 'Non testé',
 	'desk.workflow': 'Workflow',
 	'desk.yesterday': 'Hier',
+	// --- Bureau en trois sections (HEL-683) ---
+	'desk.bandChange': "Changer de flux",
+	'desk.bayCloudBody': "Les modèles cloud d'image / vidéo (gpt-image2, nano-banana, Jimeng, Kling, …) ne sont pas encore connectés à ce produit. Une fois intégrés, ils seront listés avec leurs capacités réelles — jamais en entrées inutilisables.",
+	'desk.bayCloudTitle': "Génération cloud non connectée",
+	'desk.bayCount': "{n} / {total} flux",
+	'desk.bayFavOnly': "Favoris",
+	'desk.bayMore': "Afficher {n} de plus",
+	'desk.bayNoFamily': "Modèle non identifié",
+	'desk.bayPending': "{n} à confirmer (usage / sortie non fixés)",
+	'desk.bayReqAria': "Exigences d'entrée",
+	'desk.bayReqTitle': "Exigences d'entrée",
+	'desk.baySearchPh': "Rechercher nom, description, modèle, usage…",
+	'desk.baySourceCloud': "Cloud",
+	'desk.baySourceLabel': "Source de génération",
+	'desk.baySourceLocal': "Local",
+	'desk.modeAll': "Tous",
+	'desk.modeEmpty': "Aucun flux utilisable pour ce mode pour l'instant",
+	'desk.modeRailAria': "Modes de tâche",
+	'desk.modeRailTitle': "Modes de tâche",
+	'desk.pvBackCreate': "Retour à la création",
+	'desk.pvCurrent': "Flux actuel",
+	'desk.pvEmpty': "Choisissez un flux à gauche pour voir ses exigences d'entrée",
+	'desk.pvFav': "Ajouter aux favoris",
+	'desk.pvLastUsed': "Dernière utilisation",
+	'desk.pvParamCount': "Paramètres",
+	'desk.pvSlotsLoading': "Lecture des emplacements d’entrée…",
+	'desk.pvUnfav': "Retirer des favoris",
+	'desk.pvUse': "Utiliser ce flux",
+	'desk.railFav': "Favoris",
+	'desk.railRecent': "Récents",
 	'wfd.stepParse': 'Analyser le JSON',
 	'wfd.stepNodes': 'Identifier les nœuds',
 	'wfd.stepModels': 'Vérifier les modèles',
@@ -2097,4 +2136,136 @@ export const fr: Dict = {
 	'wfd.nodesPickSuggest': "Choisissez l'usage et terminez le mappage des sorties ci-dessous avant d'enregistrer.",
 	'wfd.showRaw': 'Voir le JSON brut',
 	'wfd.hideRaw': 'Masquer le JSON brut',
+
+	// --- Workflow library · batch import & management (HEL-682) ---
+	'wl.hint': 'Importez par lots des flux au format UI ; cherchez, filtrez, annotez — le JSON complet ne se charge qu’à l’action',
+	'wl.batchImport': 'Import par lot',
+	'wl.dedupe': 'Dédupliquer',
+	'wl.dedupeTitle': 'Supprimer les flux dupliqués',
+	'wl.dedupeConfirm': 'Les entrées au nom ET contenu identiques seront supprimées (le premier import est conservé). Même nom mais contenu différent = votre variante, intact. Continuer ?',
+	'wl.dedupeDone': '{n} flux dupliqués supprimés',
+	'wl.dedupeNone': 'Aucun flux dupliqué trouvé',
+	'wl.favCount': '{n} favoris',
+	'wl.searchPh': 'Rechercher nom, description, tags, modèle… (touche /)',
+	'wl.filterLabel': 'Filtres',
+	'wl.filterAll': 'Tous',
+	'wl.filterFav': 'Favoris',
+	'wl.filterPending': 'À confirmer',
+	'wl.filterDisabled': 'Désactivés',
+	'wl.favAria': 'Mettre en favori',
+	'wl.unfavAria': 'Retirer des favoris',
+	'wl.categoryLabel': 'Catégorie',
+	'wl.categoryAll': 'Toutes les catégories',
+	'wl.familyLabel': 'Famille de modèle',
+	'wl.familyAll': 'Toutes les familles',
+	'wl.mediaLabel': 'Média',
+	'wl.mediaAll': 'Tous les médias',
+	'wl.mediaImage': 'Image',
+	'wl.mediaVideo': 'Vidéo',
+	'wl.mediaAudio': 'Audio',
+	'wl.mediaIn': 'Entrée',
+	'wl.mediaOut': 'Sortie',
+	'wl.sortLabel': 'Tri',
+	'wl.sortRecent': 'Favoris / récents',
+	'wl.sortName': 'Nom',
+	'wl.resetFilters': 'Effacer les filtres',
+	'wl.noMatch': 'Aucun flux ne correspond aux filtres',
+	'wl.resultCount': '{n} sur {m}',
+	'wl.selected': '{n} sélectionnés',
+	'wl.batchLabel': 'Actions groupées',
+	'wl.batchAnnotate': 'Annoter',
+	'wl.batchEnable': 'Activer',
+	'wl.batchDisable': 'Désactiver',
+	'wl.clearSel': 'Effacer la sélection',
+	'wl.batchDone': '{n} flux mis à jour',
+	'wl.batchPartial': '{n} réussis, {m} échoués (usage et sortie à confirmer d’abord)',
+	'wl.selectAll': 'Sélectionner tous les flux listés',
+	'wl.rowCheckAria': 'Sélectionner {name}',
+	'wl.headMeta': 'Métadonnées',
+	'wl.headActions': 'Actions',
+	'wl.enableAria': 'Activer ou désactiver {name}',
+	'wl.enableBlocked': 'Confirmez l’usage et les nœuds de sortie avant activation',
+	'wl.editMeta': 'Modifier les métadonnées',
+	'wl.lastUsed': 'Dernière utilisation',
+	'wl.moreCount': 'Afficher {n} de plus ({m} au total)',
+	'wfCat.basic': 'Traitement de base',
+	'wfCat.audioTts': 'Génération de voix',
+	'wfCat.music': 'Génération de musique',
+	'wfCat.image': 'Génération d’images',
+	'wfCat.video': 'Génération de vidéo',
+	'wfCat.digitalHuman': 'Humain numérique',
+	'wfCat.motionTransfer': 'Transfert de mouvement',
+	'md.title': 'Métadonnées du flux',
+	'md.batchTitle': 'Annotation groupée ({n})',
+	'md.batchHint': 'Seuls les champs remplis sont appliqués ; renommage par rechercher→remplacer, tags ajoutés.',
+	'md.name': 'Nom affiché',
+	'md.nameFind': 'Rechercher',
+	'md.nameFindPh': 'Texte à remplacer…',
+	'md.nameReplace': 'Remplacer par',
+	'md.nameReplacePh': 'Texte de remplacement…',
+	'md.nameHint': 'Laissez « Rechercher » vide pour ne pas renommer.',
+	'md.description': 'Description',
+	'md.descriptionPh': 'Une ligne sur ce que fait ce flux…',
+	'md.tags': 'Tags',
+	'md.tagsPh': 'ex. rapide, haute qualité',
+	'md.tagsHint': 'Séparés par des virgules ; ajoutés en mode groupé.',
+	'md.category': 'Catégorie',
+	'md.modelFamily': 'Famille de modèle',
+	'md.apply': 'Appliquer',
+	'md.applied': '{n} flux mis à jour',
+	'md.appliedOne': 'Mis à jour',
+	'md.partial': '{n} réussis, {m} échoués',
+	'wiz.title': 'Import de flux par lot',
+	'wiz.stepSource': 'Source',
+	'wiz.stepReport': 'Rapport de test',
+	'wiz.stepResult': 'Résultat',
+	'wiz.sourceLabel': 'Source d’import',
+	'wiz.modeScan': 'Scanner un dossier serveur',
+	'wiz.modeFiles': 'Choisir des fichiers locaux',
+	'wiz.rootLabel': 'Dossier serveur',
+	'wiz.rootHint': 'Chemin d’un dossier sur le serveur (ex. example_ComfyUI_workflows du dépôt) ; les JSON au format UI sont scannés récursivement, le format API et les autres sont ignorés.',
+	'wiz.preflight': 'Pré-vérification sur un ComfyUI réel (facultatif)',
+	'wiz.preflightNone': 'Passer (conversion hors ligne)',
+	'wiz.preflightHint': 'Avec une connexion choisie, les graphes convertis sont vérifiés nœud par nœud.',
+	'wiz.pickFiles': 'Fichiers locaux',
+	'wiz.pickFilesBtn': 'Choisir des fichiers JSON (plusieurs)',
+	'wiz.pickFilesHint': 'Choisissez des flux ComfyUI au format UI ; sélection multiple possible.',
+	'wiz.parsed': '{n} fichiers lus',
+	'wiz.notUi': '{n} fichiers ne sont pas au format UI (pas de tableau nodes), ignorés',
+	'wiz.noFiles': 'Choisissez d’abord des fichiers à importer',
+	'wiz.runDry': 'Lancer le test (rien n’est enregistré)',
+	'wiz.running': 'Vérification…',
+	'wiz.total': '{n} fichiers',
+	'wiz.ok': 'OK {n}',
+	'wiz.warn': 'Avertissements {n}',
+	'wiz.fail': 'Échecs {n}',
+	'wiz.confirmCount': 'À vérifier {n}',
+	'wiz.importable': 'Importables {n}',
+	'wiz.reportHint': 'Le test n’écrit rien. Les avertissements s’importent activés dès qu’un usage est fourni ; les fichiers à vérifier ou en échec ne sont jamais importés.',
+	'wiz.filterLabel': 'Filtres du rapport',
+	'wiz.filterWarn': 'Avertissements seuls',
+	'wiz.filterBlocked': 'Non importables',
+	'wiz.searchPh': 'Rechercher un nom de fichier…',
+	'wiz.includeAria': 'Importer {name}',
+	'wiz.skipReason': 'Non importable : {reason}',
+	'wiz.issues': '{n} notes de conversion',
+	'wiz.usagePick': 'Usage :',
+	'wiz.usageNone': 'Passer pour l’instant (à confirmer après import)',
+	'wiz.selectedN': '{n} fichiers seront importés',
+	'wiz.excludedM': '{m} non importables',
+	'wiz.import': 'Importer',
+	'wiz.importing': 'Import…',
+	'wiz.back': 'Retour',
+	'wiz.imported': '{n} importés',
+	'wiz.skipped': '{n} ignorés',
+	'wiz.conflict': 'Existe déjà (doublon ignoré)',
+	'wiz.usageApplied': 'Usage fourni pour {n} nouveaux imports',
+	'wiz.done': 'Terminé',
+	'wiz.again': 'Importer un autre lot',
+	'wiz.resultNote': 'Les fichiers au contenu identique sont ignorés automatiquement — relancer ne crée jamais de doublons.',
+	'wiz.importedToast': '{n} flux importés',
+	'wiz.warnTag': 'Avertissement',
+	'wiz.confirmTag': 'À vérifier',
+	'wiz.preflightTag': 'Pré-vérification échouée',
+	'wiz.importedTag': 'Importé #{id}',
 };

calliope-web/src/lib/i18n/ja.ts

@@ -1900,7 +1900,7 @@ export const ja: Dict = {
 	'home.stageProgress': '五段階の進捗',
 	'tasks.sourceWorkbench': '制作フロー',
 	'jobst.idSuffix': ' · ComfyUI プロンプト ID {id}',
-	'jobst.done': '完了',
+	'jobst.done': '定着',
 	'jobst.doneDetail': 'ComfyUI の実行が完了し、結果を保存しました',
 	'jobst.dryRun': 'プレースホルダー',
 	'jobst.dryRunDetail': 'プレースホルダーのみ：Dry-run が有効で ComfyUI は呼び出されていません',
@@ -2001,6 +2001,15 @@ export const ja: Dict = {
 	'desk.ctxDismiss': '出典の表示を閉じる',
 	'desk.ctxFrom': '『{project}』から',
 	'desk.ctxNoBackfill': '結果は生成台の記録にのみ残り、{stage}へ自動で戻りません',
+	'desk.ctxBackfill': '生成が完了したら、結果カードの「プロジェクトへ戻す」で{stage}に戻せます',
+	'desk.attachToProject': 'プロジェクトへ戻す',
+	'desk.attachHint': 'この結果を戻し先に送る：{label}',
+	'desk.attaching': '戻しています…',
+	'desk.attachedTag': '戻しました',
+	'desk.attachBack': 'プロジェクトへ',
+	'desk.attachDoneToast': '送り元プロジェクトに戻しました。プロジェクトを開くと確認できます',
+	'desk.attachAlreadyToast': 'この結果はすでに戻されています。重複は作られていません',
+	'desk.attachFailedToast': '戻せませんでした：{detail}',
 	'desk.dayDate': '{m}月{d}日',
 	'desk.download': 'ダウンロード',
 	'desk.dropNoSlot': '{n} 件のファイルを入れる枠がありません：このワークフローにはその入力がありません',
@@ -2079,6 +2088,36 @@ export const ja: Dict = {
 	'desk.wfUntested': '未テスト',
 	'desk.workflow': 'ワークフロー',
 	'desk.yesterday': '昨日',
+	// --- 三段構成デスク (HEL-683) ---
+	'desk.bandChange': "ワークフローを変更",
+	'desk.bayCloudBody': "クラウドの画像／動画モデル（gpt-image2、nano-banana、即夢、Kling など）はまだ本製品に接続されていません。接続後は実際の機能とともに一覧表示され、使えない項目が並ぶことはありません。",
+	'desk.bayCloudTitle': "クラウド生成は未接続",
+	'desk.bayCount': "{n} / {total} 件のワークフロー",
+	'desk.bayFavOnly': "お気に入り",
+	'desk.bayMore': "さらに {n} 件表示",
+	'desk.bayNoFamily': "モデル未識別",
+	'desk.bayPending': "確認待ち {n} 件（用途／出力未確定）",
+	'desk.bayReqAria': "入力要件",
+	'desk.bayReqTitle': "入力要件",
+	'desk.baySearchPh': "名前・説明・モデル・用途を検索…",
+	'desk.baySourceCloud': "クラウド",
+	'desk.baySourceLabel': "生成ソース",
+	'desk.baySourceLocal': "ローカル",
+	'desk.modeAll': "すべて",
+	'desk.modeEmpty': "このモードで利用できるワークフローはまだありません",
+	'desk.modeRailAria': "タスクモード",
+	'desk.modeRailTitle': "タスクモード",
+	'desk.pvBackCreate': "作成に戻る",
+	'desk.pvCurrent': "現在のワークフロー",
+	'desk.pvEmpty': "左でワークフローを選ぶと入力要件が表示されます",
+	'desk.pvFav': "お気に入りに追加",
+	'desk.pvLastUsed': "最終使用",
+	'desk.pvParamCount': "パラメータ数",
+	'desk.pvSlotsLoading': "入力スロットを読み込み中…",
+	'desk.pvUnfav': "お気に入りから外す",
+	'desk.pvUse': "このワークフローを使う",
+	'desk.railFav': "お気に入り",
+	'desk.railRecent': "最近の使用",
 	'wfd.stepParse': 'JSON を解析',
 	'wfd.stepNodes': 'ノードを識別',
 	'wfd.stepModels': 'モデルを確認',
@@ -2095,4 +2134,136 @@ export const ja: Dict = {
 	'wfd.nodesPickSuggest': '保存前に下で用途を選び、出力マッピングを完了してください。',
 	'wfd.showRaw': '元の JSON を見る',
 	'wfd.hideRaw': '元の JSON を閉じる',
+
+	// --- Workflow library · batch import & management (HEL-682) ---
+	'wl.hint': 'UI 形式ワークフローを一括取り込み、検索・絞り込み・注釈管理。完全な JSON は操作時のみ読み込み',
+	'wl.batchImport': '一括取り込み',
+	'wl.dedupe': '重複を削除',
+	'wl.dedupeTitle': '重複ワークフローの削除',
+	'wl.dedupeConfirm': '名前と内容が完全に同一の項目を削除します（最初に取り込んだものを残す）。名前が同じでも内容が異なるものは触れません。実行しますか？',
+	'wl.dedupeDone': '重複 {n} 件を削除しました',
+	'wl.dedupeNone': '重複するワークフローはありません',
+	'wl.favCount': 'お気に入り {n} 件',
+	'wl.searchPh': '名前・説明・タグ・モデルを検索…（/ で移動）',
+	'wl.filterLabel': '絞り込み',
+	'wl.filterAll': 'すべて',
+	'wl.filterFav': 'お気に入り',
+	'wl.filterPending': '要確認',
+	'wl.filterDisabled': '無効',
+	'wl.favAria': 'お気に入りに追加',
+	'wl.unfavAria': 'お気に入りから外す',
+	'wl.categoryLabel': 'カテゴリ',
+	'wl.categoryAll': 'すべてのカテゴリ',
+	'wl.familyLabel': 'モデルファミリー',
+	'wl.familyAll': 'すべてのファミリー',
+	'wl.mediaLabel': 'メディア',
+	'wl.mediaAll': 'すべてのメディア',
+	'wl.mediaImage': '画像',
+	'wl.mediaVideo': '動画',
+	'wl.mediaAudio': '音声',
+	'wl.mediaIn': '入力',
+	'wl.mediaOut': '出力',
+	'wl.sortLabel': '並び替え',
+	'wl.sortRecent': 'お気に入り / 最近',
+	'wl.sortName': '名前',
+	'wl.resetFilters': '絞り込みを解除',
+	'wl.noMatch': '条件に合うワークフローがありません',
+	'wl.resultCount': '{n} / {m} 件',
+	'wl.selected': '{n} 件選択中',
+	'wl.batchLabel': '一括操作',
+	'wl.batchAnnotate': '一括注釈',
+	'wl.batchEnable': '有効化',
+	'wl.batchDisable': '無効化',
+	'wl.clearSel': '選択を解除',
+	'wl.batchDone': '{n} 件を更新しました',
+	'wl.batchPartial': '{n} 件成功、{m} 件失敗（用途と出力の確認が必要）',
+	'wl.selectAll': '表示中のワークフローをすべて選択',
+	'wl.rowCheckAria': '{name} を選択',
+	'wl.headMeta': 'メタデータ',
+	'wl.headActions': '操作',
+	'wl.enableAria': '{name} を有効化・無効化',
+	'wl.enableBlocked': '用途と出力ノードを確定してから有効化してください',
+	'wl.editMeta': 'メタデータを編集',
+	'wl.lastUsed': '最終使用',
+	'wl.moreCount': 'さらに {n} 件表示（全 {m} 件）',
+	'wfCat.basic': '基本処理',
+	'wfCat.audioTts': '音声生成',
+	'wfCat.music': '音楽生成',
+	'wfCat.image': '画像生成',
+	'wfCat.video': '動画生成',
+	'wfCat.digitalHuman': 'デジタルヒューマン',
+	'wfCat.motionTransfer': 'モーション転送',
+	'md.title': 'ワークフローの注釈',
+	'md.batchTitle': '一括注釈（{n} 件）',
+	'md.batchHint': '入力したフィールドのみ適用。名前は検索→置換で変更、タグは追加されます。',
+	'md.name': '表示名',
+	'md.nameFind': '検索',
+	'md.nameFindPh': '置換する文字…',
+	'md.nameReplace': '置換後',
+	'md.nameReplacePh': '置換する文字…',
+	'md.nameHint': '「検索」が空なら名前は変更されません。',
+	'md.description': '説明',
+	'md.descriptionPh': 'このワークフローの用途を一行で…',
+	'md.tags': 'タグ',
+	'md.tagsPh': '例: 高速, 高品質',
+	'md.tagsHint': 'カンマ区切り。一括モードでは追加されます。',
+	'md.category': 'カテゴリ',
+	'md.modelFamily': 'モデルファミリー',
+	'md.apply': '適用',
+	'md.applied': '{n} 件を更新しました',
+	'md.appliedOne': '更新しました',
+	'md.partial': '{n} 件成功、{m} 件失敗',
+	'wiz.title': 'ワークフローの一括取り込み',
+	'wiz.stepSource': '取り込み元',
+	'wiz.stepReport': '事前チェック',
+	'wiz.stepResult': '結果',
+	'wiz.sourceLabel': '取り込み元',
+	'wiz.modeScan': 'サーバーディレクトリをスキャン',
+	'wiz.modeFiles': 'ローカルファイルを選択',
+	'wiz.rootLabel': 'サーバーディレクトリ',
+	'wiz.rootHint': 'サーバー上のディレクトリパス（例: リポジトリの example_ComfyUI_workflows）。UI 形式の JSON を再帰的にスキャンし、API 形式などは自動的にスキップします。',
+	'wiz.preflight': '実機 ComfyUI で事前チェック（任意）',
+	'wiz.preflightNone': 'スキップ（オフライン変換）',
+	'wiz.preflightHint': '接続を選ぶと、変換結果をその ComfyUI のノート・モデルと照合します。',
+	'wiz.pickFiles': 'ローカルファイル',
+	'wiz.pickFilesBtn': 'JSON ファイルを選択（複数可）',
+	'wiz.pickFilesHint': 'ComfyUI UI 形式のワークフロー JSON を選んでください。複数選択できます。',
+	'wiz.parsed': '{n} ファイルを読み込みました',
+	'wiz.notUi': '{n} ファイルは UI 形式でないため（nodes 配列なし）スキップしました',
+	'wiz.noFiles': '先に取り込むファイルを選んでください',
+	'wiz.runDry': '事前チェックを実行（保存しません）',
+	'wiz.running': 'チェック中…',
+	'wiz.total': '全体 {n} ファイル',
+	'wiz.ok': '正常 {n}',
+	'wiz.warn': '警告 {n}',
+	'wiz.fail': '失敗 {n}',
+	'wiz.confirmCount': '要確認 {n}',
+	'wiz.importable': '取り込み可 {n}',
+	'wiz.reportHint': '事前チェックは何も書き込みません。警告は用途を補えば有効な状態で取り込まれ、要確認・失敗のファイルは取り込まれません。',
+	'wiz.filterLabel': 'レポートの絞り込み',
+	'wiz.filterWarn': '警告のみ',
+	'wiz.filterBlocked': '取り込み不可',
+	'wiz.searchPh': 'ファイル名を検索…',
+	'wiz.includeAria': '{name} を取り込む',
+	'wiz.skipReason': '取り込み不可: {reason}',
+	'wiz.issues': '変換メモ {n} 件',
+	'wiz.usagePick': '用途：',
+	'wiz.usageNone': '今はスキップ（取り込み後に要確認）',
+	'wiz.selectedN': '{n} ファイルを取り込みます',
+	'wiz.excludedM': '{m} 件は取り込み不可',
+	'wiz.import': '取り込む',
+	'wiz.importing': '取り込み中…',
+	'wiz.back': '戻る',
+	'wiz.imported': '{n} 件取り込み完了',
+	'wiz.skipped': '{n} 件スキップ',
+	'wiz.conflict': '既に存在（重複は自動スキップ）',
+	'wiz.usageApplied': '新規取り込み {n} 件に用途を設定しました',
+	'wiz.done': '完了',
+	'wiz.again': '続けて取り込む',
+	'wiz.resultNote': '内容が同一のファイルは自動スキップされ、再実行しても重複は作られません。',
+	'wiz.importedToast': '{n} 件のワークフローを取り込みました',
+	'wiz.warnTag': '警告',
+	'wiz.confirmTag': '要確認',
+	'wiz.preflightTag': '事前チェック不合格',
+	'wiz.importedTag': '取り込み済み #{id}',
 };

calliope-web/src/lib/i18n/ko.ts

@@ -1900,7 +1900,7 @@ export const ko: Dict = {
 	'home.stageProgress': '5단계 진행',
 	'tasks.sourceWorkbench': '제작 흐름',
 	'jobst.idSuffix': ' · ComfyUI 프롬프트 ID {id}',
-	'jobst.done': '완료',
+	'jobst.done': '정착',
 	'jobst.doneDetail': 'ComfyUI 실행이 끝나 결과를 저장했습니다',
 	'jobst.dryRun': '자리표시자',
 	'jobst.dryRunDetail': '자리표시자만: Dry-run이 켜져 있어 ComfyUI를 호출하지 않았습니다',
@@ -2001,6 +2001,15 @@ export const ko: Dict = {
 	'desk.ctxDismiss': '출처 안내 닫기',
 	'desk.ctxFrom': '《{project}》에서',
 	'desk.ctxNoBackfill': '결과는 생성대 기록에만 남고 {stage}에 자동으로 반영되지 않습니다',
+	'desk.ctxBackfill': '생성이 끝나면 결과 카드의 «프로젝트로 보내기»로 {stage}에 돌려보낼 수 있습니다',
+	'desk.attachToProject': '프로젝트로 보내기',
+	'desk.attachHint': '이 결과를 출처로 보내기: {label}',
+	'desk.attaching': '보내는 중…',
+	'desk.attachedTag': '보냄',
+	'desk.attachBack': '프로젝트로',
+	'desk.attachDoneToast': '원본 프로젝트로 보냈습니다. 프로젝트에서 확인하세요',
+	'desk.attachAlreadyToast': '이 결과는 이미 보내졌습니다. 중복이 만들어지지 않았습니다',
+	'desk.attachFailedToast': '보내기 실패: {detail}',
 	'desk.dayDate': '{m}월 {d}일',
 	'desk.download': '다운로드',
 	'desk.dropNoSlot': '파일 {n}개를 넣을 슬롯이 없습니다: 이 워크플로에는 해당 입력이 없습니다',
@@ -2079,6 +2088,36 @@ export const ko: Dict = {
 	'desk.wfUntested': '테스트 안 함',
 	'desk.workflow': '워크플로',
 	'desk.yesterday': '어제',
+	// --- 3단 구성 데스크 (HEL-683) ---
+	'desk.bandChange': "워크플로 변경",
+	'desk.bayCloudBody': "클라우드 이미지 / 동영상 모델(gpt-image2, nano-banana, 지멍, 클링 등)은 아직 이 제품에 연결되지 않았습니다. 연결 후 실제 기능과 함께 표시되며, 사용할 수 없는 항목은 나타나지 않습니다.",
+	'desk.bayCloudTitle': "클라우드 생성 미연결",
+	'desk.bayCount': "{n} / {total}개 워크플로",
+	'desk.bayFavOnly': "즐겨찾기",
+	'desk.bayMore': "{n}개 더 보기",
+	'desk.bayNoFamily': "미식별 모델",
+	'desk.bayPending': "확인 대기 {n}개(용도 / 출력 미확정)",
+	'desk.bayReqAria': "입력 요구 사항",
+	'desk.bayReqTitle': "입력 요구 사항",
+	'desk.baySearchPh': "이름, 설명, 모델, 용도 검색…",
+	'desk.baySourceCloud': "클라우드",
+	'desk.baySourceLabel': "생성 소스",
+	'desk.baySourceLocal': "로컬",
+	'desk.modeAll': "전체",
+	'desk.modeEmpty': "이 모드에서 사용 가능한 워크플로가 아직 없습니다",
+	'desk.modeRailAria': "작업 모드",
+	'desk.modeRailTitle': "작업 모드",
+	'desk.pvBackCreate': "만들기로 돌아가기",
+	'desk.pvCurrent': "현재 워크플로",
+	'desk.pvEmpty': "왼쪽에서 워크플로를 선택하면 입력 요구 사항이 표시됩니다",
+	'desk.pvFav': "즐겨찾기에 추가",
+	'desk.pvLastUsed': "최근 사용",
+	'desk.pvParamCount': "매개변수 수",
+	'desk.pvSlotsLoading': "입력 슬롯 읽는 중…",
+	'desk.pvUnfav': "즐겨찾기에서 제거",
+	'desk.pvUse': "이 워크플로 사용",
+	'desk.railFav': "즐겨찾기",
+	'desk.railRecent': "최근 사용",
 	'wfd.stepParse': 'JSON 파싱',
 	'wfd.stepNodes': '노드 식별',
 	'wfd.stepModels': '모델 확인',
@@ -2095,4 +2134,136 @@ export const ko: Dict = {
 	'wfd.nodesPickSuggest': '저장하기 전에 아래에서 용도를 선택하고 출력 매핑을 완료하세요.',
 	'wfd.showRaw': '원본 JSON 보기',
 	'wfd.hideRaw': '원본 JSON 접기',
+
+	// --- Workflow library · batch import & management (HEL-682) ---
+	'wl.hint': 'UI 형식 워크플로 일괄 가져오기, 검색·필터·주석 관리. 전체 JSON은 작업 시에만 로드',
+	'wl.batchImport': '일괄 가져오기',
+	'wl.dedupe': '중복 정리',
+	'wl.dedupeTitle': '중복 워크플로 삭제',
+	'wl.dedupeConfirm': '이름과 내용이 완전히 같은 항목을 삭제합니다(가장 먼저 가져온 것 유지). 이름이 같아도 내용이 다르면 그대로 둡니다. 계속할까요?',
+	'wl.dedupeDone': '중복 워크플로 {n}건 삭제',
+	'wl.dedupeNone': '중복 워크플로가 없습니다',
+	'wl.favCount': '즐겨찾기 {n}건',
+	'wl.searchPh': '이름·설명·태그·모델 검색… (/ 키)',
+	'wl.filterLabel': '필터',
+	'wl.filterAll': '전체',
+	'wl.filterFav': '즐겨찾기',
+	'wl.filterPending': '확인 필요',
+	'wl.filterDisabled': '비활성',
+	'wl.favAria': '즐겨찾기 추가',
+	'wl.unfavAria': '즐겨찾기 해제',
+	'wl.categoryLabel': '분류',
+	'wl.categoryAll': '전체 분류',
+	'wl.familyLabel': '모델 계열',
+	'wl.familyAll': '전체 계열',
+	'wl.mediaLabel': '미디어',
+	'wl.mediaAll': '전체 미디어',
+	'wl.mediaImage': '이미지',
+	'wl.mediaVideo': '영상',
+	'wl.mediaAudio': '오디오',
+	'wl.mediaIn': '입력',
+	'wl.mediaOut': '출력',
+	'wl.sortLabel': '정렬',
+	'wl.sortRecent': '즐겨찾기 / 최근',
+	'wl.sortName': '이름',
+	'wl.resetFilters': '필터 해제',
+	'wl.noMatch': '조건에 맞는 워크플로가 없습니다',
+	'wl.resultCount': '{n} / {m}',
+	'wl.selected': '{n}건 선택됨',
+	'wl.batchLabel': '일괄 작업',
+	'wl.batchAnnotate': '일괄 주석',
+	'wl.batchEnable': '활성화',
+	'wl.batchDisable': '비활성화',
+	'wl.clearSel': '선택 해제',
+	'wl.batchDone': '{n}건 업데이트',
+	'wl.batchPartial': '{n}건 성공, {m}건 실패(용도와 출력 먼저 확정)',
+	'wl.selectAll': '나열된 워크플로 모두 선택',
+	'wl.rowCheckAria': '{name} 선택',
+	'wl.headMeta': '메타데이터',
+	'wl.headActions': '작업',
+	'wl.enableAria': '{name} 활성화/비활성화',
+	'wl.enableBlocked': '활성화 전에 용도와 출력 노드를 확정하세요',
+	'wl.editMeta': '메타데이터 편집',
+	'wl.lastUsed': '마지막 사용',
+	'wl.moreCount': '{n}건 더 보기(전체 {m}건)',
+	'wfCat.basic': '기본 처리',
+	'wfCat.audioTts': '음성 생성',
+	'wfCat.music': '음악 생성',
+	'wfCat.image': '이미지 생성',
+	'wfCat.video': '영상 생성',
+	'wfCat.digitalHuman': '디지털 휴먼',
+	'wfCat.motionTransfer': '모션 전이',
+	'md.title': '워크플로 주석',
+	'md.batchTitle': '일괄 주석({n}건)',
+	'md.batchHint': '입력한 필드만 적용됩니다. 이름은 찾기→바꾸기로 변경, 태그는 추가됩니다.',
+	'md.name': '표시 이름',
+	'md.nameFind': '찾기',
+	'md.nameFindPh': '바꿀 문자…',
+	'md.nameReplace': '바꾸기',
+	'md.nameReplacePh': '대체 문자…',
+	'md.nameHint': '「찾기」를 비우면 이름이 유지됩니다.',
+	'md.description': '설명',
+	'md.descriptionPh': '이 워크플로가 하는 일을 한 줄로…',
+	'md.tags': '태그',
+	'md.tagsPh': '예: 빠름, 고품질',
+	'md.tagsHint': '쉼표로 구분. 일괄 모드에서는 추가됩니다.',
+	'md.category': '분류',
+	'md.modelFamily': '모델 계열',
+	'md.apply': '적용',
+	'md.applied': '{n}건 업데이트',
+	'md.appliedOne': '업데이트됨',
+	'md.partial': '{n}건 성공, {m}건 실패',
+	'wiz.title': '워크플로 일괄 가져오기',
+	'wiz.stepSource': '원본',
+	'wiz.stepReport': '사전 검사',
+	'wiz.stepResult': '결과',
+	'wiz.sourceLabel': '가져오기 원본',
+	'wiz.modeScan': '서버 디렉터리 스캔',
+	'wiz.modeFiles': '로컬 파일 선택',
+	'wiz.rootLabel': '서버 디렉터리',
+	'wiz.rootHint': '서버의 디렉터리 경로(예: 저장소의 example_ComfyUI_workflows). UI 형식 JSON을 재귀적으로 스캔하며 API 형식 등은 건너뜁니다.',
+	'wiz.preflight': '실제 ComfyUI 사전 검사(선택)',
+	'wiz.preflightNone': '건너뛰기(오프라인 변환)',
+	'wiz.preflightHint': '연결을 선택하면 변환 결과를 해당 ComfyUI의 노드·모델과 대조합니다.',
+	'wiz.pickFiles': '로컬 파일',
+	'wiz.pickFilesBtn': 'JSON 파일 선택(여러 개)',
+	'wiz.pickFilesHint': 'ComfyUI UI 형식 워크플로 JSON을 선택하세요. 다중 선택이 가능합니다.',
+	'wiz.parsed': '{n}개 파일 읽음',
+	'wiz.notUi': '{n}개 파일이 UI 형식이 아니어서(nodes 배열 없음) 건너뛰었습니다',
+	'wiz.noFiles': '먼저 가져올 파일을 선택하세요',
+	'wiz.runDry': '사전 검사 실행(저장 안 함)',
+	'wiz.running': '검사 중…',
+	'wiz.total': '총 {n}개 파일',
+	'wiz.ok': '정상 {n}',
+	'wiz.warn': '경고 {n}',
+	'wiz.fail': '실패 {n}',
+	'wiz.confirmCount': '확인 필요 {n}',
+	'wiz.importable': '가져오기 가능 {n}',
+	'wiz.reportHint': '사전 검사는 아무것도 저장하지 않습니다. 경고 항목은 용도를 지정하면 활성화 상태로 가져오며, 확인 필요·실패 항목은 절대 가져오지 않습니다.',
+	'wiz.filterLabel': '보고서 필터',
+	'wiz.filterWarn': '경고만',
+	'wiz.filterBlocked': '가져올 수 없음',
+	'wiz.searchPh': '파일 이름 검색…',
+	'wiz.includeAria': '{name} 가져오기',
+	'wiz.skipReason': '가져올 수 없음: {reason}',
+	'wiz.issues': '변환 메모 {n}건',
+	'wiz.usagePick': '용도:',
+	'wiz.usageNone': '지금은 건너뜀(가져온 뒤 확인 필요)',
+	'wiz.selectedN': '{n}개 파일을 가져옵니다',
+	'wiz.excludedM': '{m}개 가져올 수 없음',
+	'wiz.import': '가져오기',
+	'wiz.importing': '가져오는 중…',
+	'wiz.back': '이전',
+	'wiz.imported': '{n}건 가져옴',
+	'wiz.skipped': '{n}건 건너뜀',
+	'wiz.conflict': '이미 있음(중복 자동 건너뜀)',
+	'wiz.usageApplied': '새로 가져온 {n}건에 용도 지정',
+	'wiz.done': '완료',
+	'wiz.again': '다시 가져오기',
+	'wiz.resultNote': '내용이 같은 파일은 자동으로 건너뛰며, 다시 실행해도 중복이 생기지 않습니다.',
+	'wiz.importedToast': '워크플로 {n}건을 가져왔습니다',
+	'wiz.warnTag': '경고',
+	'wiz.confirmTag': '확인 필요',
+	'wiz.preflightTag': '사전 검사 실패',
+	'wiz.importedTag': '가져옴 #{id}',
 };

calliope-web/src/lib/i18n/zh.ts

@@ -1773,11 +1773,11 @@ export const zh: Dict = {
 	'workbench.pickerFootHint': '也可以在项目总览直接「从创意开始」或「导入剧本」进入工作台。',
 	'workbench.stageProgress': '五段进度',
 	'workbench.activeJobs': '{n} 个任务进行中',
-	'workbench.stage.script': '剧本创作',
-	'workbench.stage.style': '视觉设计',
+	'workbench.stage.script': '故事构思',
+	'workbench.stage.style': '视觉方向',
 	'workbench.stage.storyboard': '分镜设计',
-	'workbench.stage.assets': '素材资产',
-	'workbench.stage.shot': '镜头脚本',
+	'workbench.stage.assets': '素材创作',
+	'workbench.stage.shot': '镜头制作',
 	'workbench.lockedStep': '先完成并确认「{stage}」后解锁',
 	'workbench.state.todo': '待开始',
 	'workbench.state.running': '生成中',
@@ -1900,8 +1900,8 @@ export const zh: Dict = {
 	'home.stageProgress': '五段进度',
 	'tasks.sourceWorkbench': '创作流程',
 	'jobst.idSuffix': ' · ComfyUI 任务 ID {id}',
-	'jobst.done': '完成',
-	'jobst.doneDetail': 'ComfyUI 已执行完成，结果已保存',
+	'jobst.done': '定影',
+	'jobst.doneDetail': '生成完成，结果已定影保存',
 	'jobst.dryRun': '占位结果',
 	'jobst.dryRunDetail': '占位结果：当前开启了 Dry-run，没有调用 ComfyUI，不是真实生成',
 	'jobst.noOutput': '无产出',
@@ -2001,6 +2001,15 @@ export const zh: Dict = {
 	'desk.ctxDismiss': '关闭来源提示',
 	'desk.ctxFrom': '来自《{project}》',
 	'desk.ctxNoBackfill': '结果只留在生成台记录，不会自动回填到{stage}',
+	'desk.ctxBackfill': '生成完成后，可在结果卡「回流到源项目」把结果送回{stage}',
+	'desk.attachToProject': '回流到源项目',
+	'desk.attachHint': '把该结果回流到来源：{label}',
+	'desk.attaching': '回流中…',
+	'desk.attachedTag': '已回流',
+	'desk.attachBack': '返回项目',
+	'desk.attachDoneToast': '已回流到源项目，返回项目即可查看',
+	'desk.attachAlreadyToast': '该结果已回流过，未产生重复',
+	'desk.attachFailedToast': '回流失败：{detail}',
 	'desk.dayDate': '{m}月{d}日',
 	'desk.download': '下载',
 	'desk.dropNoSlot': '{n} 个文件没有可放的槽位：当前工作流没有接这类输入',
@@ -2009,7 +2018,7 @@ export const zh: Dict = {
 	'desk.durSec': '{s} 秒',
 	'desk.elapsed': '用时',
 	'desk.emptyFailed': '没有失败的记录',
-	'desk.emptyFeed': '还没有记录。在下方写提示词，点「生成」。',
+	'desk.emptyFeed': '还没有记录。在右侧写下描述，点「生成」。',
 	'desk.filterAria': '筛选记录',
 	'desk.filterAll': '全部',
 	'desk.filterImage': '图片',
@@ -2054,7 +2063,7 @@ export const zh: Dict = {
 	'desk.removeRecord': '移除记录',
 	'desk.restoreOrig': '恢复原值',
 	'desk.reuse': '复用',
-	'desk.reuseToComposer': '复用到输入台',
+	'desk.reuseToComposer': '复用创作参数',
 	'desk.seedRandom': '随机',
 	'desk.sendToSlot': '送入当前图片槽',
 	'desk.sent': '已提交',
@@ -2079,6 +2088,36 @@ export const zh: Dict = {
 	'desk.wfUntested': '未试运行',
 	'desk.workflow': '工作流',
 	'desk.yesterday': '昨天',
+	// --- 三段式生成台 (HEL-683) ---
+	'desk.bandChange': "更换工作流",
+	'desk.bayCloudBody': "云端生图 / 生视频模型（gpt-image2、nano-banana、即梦、可灵等）尚未接入本产品。接入后这里会按真实能力列出，不会展示无法使用的条目。",
+	'desk.bayCloudTitle': "云端生成未接入",
+	'desk.bayCount': "{n} / {total} 个工作流",
+	'desk.bayFavOnly': "收藏",
+	'desk.bayMore': "再显示 {n} 个",
+	'desk.bayNoFamily': "未识别模型",
+	'desk.bayPending': "{n} 个待确认（用途 / 输出未定）",
+	'desk.bayReqAria': "输入要求",
+	'desk.bayReqTitle': "输入要求",
+	'desk.baySearchPh': "搜索名称、说明、模型、用途…",
+	'desk.baySourceCloud': "云端",
+	'desk.baySourceLabel': "生成来源",
+	'desk.baySourceLocal': "本机",
+	'desk.modeAll': "全部",
+	'desk.modeEmpty': "该模式暂无可用工作流",
+	'desk.modeRailAria': "任务模式",
+	'desk.modeRailTitle': "任务模式",
+	'desk.pvBackCreate': "返回创作",
+	'desk.pvCurrent': "当前工作流",
+	'desk.pvEmpty': "在左侧选择一个工作流查看输入要求",
+	'desk.pvFav': "加入收藏",
+	'desk.pvLastUsed': "最近使用",
+	'desk.pvParamCount': "参数项",
+	'desk.pvSlotsLoading': "正在读取输入槽位…",
+	'desk.pvUnfav': "取消收藏",
+	'desk.pvUse': "使用此工作流",
+	'desk.railFav': "收藏",
+	'desk.railRecent': "最近使用",
 	'wfd.stepParse': '解析 JSON',
 	'wfd.stepNodes': '识别节点',
 	'wfd.stepModels': '核对模型',
@@ -2095,4 +2134,136 @@ export const zh: Dict = {
 	'wfd.nodesPickSuggest': '请在下方选择用途并完成输出映射后再保存。',
 	'wfd.showRaw': '查看原始 JSON',
 	'wfd.hideRaw': '收起原始 JSON',
+
+	// --- Workflow library · batch import & management (HEL-682) ---
+	'wl.hint': '批量导入 UI 格式工作流，搜索筛选与标注管理；完整 JSON 只在试运行等操作时按需加载',
+	'wl.batchImport': '批量导入',
+	'wl.dedupe': '去重',
+	'wl.dedupeTitle': '清理重复工作流',
+	'wl.dedupeConfirm': '将删除名称与内容完全相同的重复条目（保留最早导入的一条）。同名但内容不同的是你的变体，不会被动。确定执行？',
+	'wl.dedupeDone': '已删除 {n} 个重复工作流',
+	'wl.dedupeNone': '没有发现重复工作流',
+	'wl.favCount': '{n} 个收藏',
+	'wl.searchPh': '搜索名称、说明、标签、模型…（按 / 聚焦）',
+	'wl.filterLabel': '筛选',
+	'wl.filterAll': '全部',
+	'wl.filterFav': '收藏',
+	'wl.filterPending': '待确认',
+	'wl.filterDisabled': '已停用',
+	'wl.favAria': '收藏',
+	'wl.unfavAria': '取消收藏',
+	'wl.categoryLabel': '分类',
+	'wl.categoryAll': '全部分类',
+	'wl.familyLabel': '模型家族',
+	'wl.familyAll': '全部模型',
+	'wl.mediaLabel': '媒介',
+	'wl.mediaAll': '全部媒介',
+	'wl.mediaImage': '图像',
+	'wl.mediaVideo': '视频',
+	'wl.mediaAudio': '音频',
+	'wl.mediaIn': '输入',
+	'wl.mediaOut': '输出',
+	'wl.sortLabel': '排序',
+	'wl.sortRecent': '收藏 / 最近使用',
+	'wl.sortName': '名称',
+	'wl.resetFilters': '清除筛选',
+	'wl.noMatch': '没有符合条件的工作流',
+	'wl.resultCount': '匹配 {n} / {m}',
+	'wl.selected': '已选 {n} 项',
+	'wl.batchLabel': '批量操作',
+	'wl.batchAnnotate': '批量标注',
+	'wl.batchEnable': '启用',
+	'wl.batchDisable': '停用',
+	'wl.clearSel': '清除选择',
+	'wl.batchDone': '已更新 {n} 项',
+	'wl.batchPartial': '{n} 项成功，{m} 项失败（需先确认用途与输出映射）',
+	'wl.selectAll': '选择当前列出的全部工作流',
+	'wl.rowCheckAria': '选择 {name}',
+	'wl.headMeta': '标注',
+	'wl.headActions': '操作',
+	'wl.enableAria': '启用或停用 {name}',
+	'wl.enableBlocked': '需先确认用途并指定输出节点，才能启用',
+	'wl.editMeta': '编辑标注',
+	'wl.lastUsed': '最近使用',
+	'wl.moreCount': '再显示 {n} 项（共 {m} 项）',
+	'wfCat.basic': '基础处理',
+	'wfCat.audioTts': '语音生成',
+	'wfCat.music': '音乐生成',
+	'wfCat.image': '图像生成',
+	'wfCat.video': '视频生成',
+	'wfCat.digitalHuman': '数字人',
+	'wfCat.motionTransfer': '动作迁移',
+	'md.title': '标注工作流',
+	'md.batchTitle': '批量标注（{n} 项）',
+	'md.batchHint': '只有填写了的字段会被应用；显示名按「查找→替换」批量重命名，标签为追加。',
+	'md.name': '显示名',
+	'md.nameFind': '查找',
+	'md.nameFindPh': '要替换的文字…',
+	'md.nameReplace': '替换为',
+	'md.nameReplacePh': '替换后的文字…',
+	'md.nameHint': '留空「查找」则不改名。',
+	'md.description': '说明',
+	'md.descriptionPh': '一句话说明这个工作流做什么…',
+	'md.tags': '标签',
+	'md.tagsPh': '如：快速, 高质量',
+	'md.tagsHint': '用逗号分隔；批量模式下为追加标签。',
+	'md.category': '分类',
+	'md.modelFamily': '模型家族',
+	'md.apply': '应用',
+	'md.applied': '已更新 {n} 项',
+	'md.appliedOne': '已更新',
+	'md.partial': '{n} 项成功，{m} 项失败',
+	'wiz.title': '批量导入工作流',
+	'wiz.stepSource': '选择来源',
+	'wiz.stepReport': '预检报告',
+	'wiz.stepResult': '导入结果',
+	'wiz.sourceLabel': '导入来源',
+	'wiz.modeScan': '扫描服务器目录',
+	'wiz.modeFiles': '选择本地文件',
+	'wiz.rootLabel': '服务器目录',
+	'wiz.rootHint': '服务器上的目录路径（如仓库的 example_ComfyUI_workflows），将递归扫描其中的 ComfyUI 界面格式 JSON；API 格式与其他 JSON 自动跳过。',
+	'wiz.preflight': '对真实 ComfyUI 预检（可选）',
+	'wiz.preflightNone': '跳过（离线转换）',
+	'wiz.preflightHint': '选择连接后，转换结果会对照该 ComfyUI 的节点与模型做对象级检查。',
+	'wiz.pickFiles': '本地文件',
+	'wiz.pickFilesBtn': '选择 JSON 文件（可多选）',
+	'wiz.pickFilesHint': '选择 ComfyUI 界面格式（UI 格式）的工作流 JSON，可一次选多个。',
+	'wiz.parsed': '已读取 {n} 个文件',
+	'wiz.notUi': '{n} 个文件不是 UI 格式（缺少 nodes 数组），已忽略',
+	'wiz.noFiles': '请先选择要导入的文件',
+	'wiz.runDry': '开始预检（不写入）',
+	'wiz.running': '预检中…',
+	'wiz.total': '共 {n} 个文件',
+	'wiz.ok': '正常 {n}',
+	'wiz.warn': '警告 {n}',
+	'wiz.fail': '失败 {n}',
+	'wiz.confirmCount': '需人工确认 {n}',
+	'wiz.importable': '可导入 {n}',
+	'wiz.reportHint': '预检不写入数据库。warn 项可补充用途后以启用状态导入；「需人工确认」与转换失败项不会被导入，也不会被标为可运行。',
+	'wiz.filterLabel': '报告筛选',
+	'wiz.filterWarn': '仅看警告',
+	'wiz.filterBlocked': '不可导入',
+	'wiz.searchPh': '搜索文件名…',
+	'wiz.includeAria': '导入 {name}',
+	'wiz.skipReason': '不可导入：{reason}',
+	'wiz.issues': '{n} 条转换提示',
+	'wiz.usagePick': '补充用途：',
+	'wiz.usageNone': '暂不补充（导入后待确认）',
+	'wiz.selectedN': '将导入 {n} 个文件',
+	'wiz.excludedM': '{m} 个不可导入',
+	'wiz.import': '确认导入',
+	'wiz.importing': '导入中…',
+	'wiz.back': '上一步',
+	'wiz.imported': '导入成功 {n}',
+	'wiz.skipped': '跳过 {n}',
+	'wiz.conflict': '已存在（重复导入自动跳过）',
+	'wiz.usageApplied': '已为 {n} 个新导入项补充用途',
+	'wiz.done': '完成',
+	'wiz.again': '再导一批',
+	'wiz.resultNote': '内容相同的重复文件会被自动跳过，重复执行不会产生重复条目。',
+	'wiz.importedToast': '已导入 {n} 个工作流',
+	'wiz.warnTag': '警告',
+	'wiz.confirmTag': '需人工确认',
+	'wiz.preflightTag': '预检未通过',
+	'wiz.importedTag': '已导入 #{id}',
 };

calliope-web/src/lib/referenceAgent.ts

@@ -0,0 +1,90 @@
+/** Public reference imagery retained for the user-requested interface reconstruction.
+ * Source: https://cn.lk666.ai/home?menu=zhinengti (story agent), 2026-10-14.
+ * No account imagery, private history, authentication data, or remote calls. */
+export const agentStyles = [
+	{
+		name: '韩漫唯美',
+		image: 'hanmanweimei.jpg',
+		prompt: '细腻唯美的韩漫风格，柔和光线与人物情绪',
+	},
+	{
+		name: '日系动画',
+		image: 'rixidonghua.jpg',
+		prompt: '日系动画风格，清晰线条与富有层次的色彩',
+	},
+	{
+		name: '纯正国风',
+		image: 'chunzhengguofeng.jpg',
+		prompt: '国风水墨意境，传统色彩与写意构图',
+	},
+	{
+		name: '激燃极光',
+		image: 'jiranjiguang.jpg',
+		prompt: '强烈动感、鲜明对比与戏剧化光效',
+	},
+	{
+		name: '3D盲盒',
+		image: '3dmanghe.jpg',
+		prompt: '可爱的三维盲盒人物，圆润造型与柔和材质',
+	},
+	{
+		name: '趣味黏土',
+		image: 'quweiniantu.jpg',
+		prompt: '手工黏土质感，温暖色彩与趣味造型',
+	},
+	{
+		name: '美漫硬朗',
+		image: 'meimanyinglang.jpg',
+		prompt: '硬朗美漫风格，强烈阴影与有力线条',
+	},
+	{
+		name: '写实画报',
+		image: 'xieshihuabao.jpg',
+		prompt: '写实电影画报风格，自然质感与精致光线',
+	},
+	{
+		name: '治愈绘本',
+		image: 'zhiyuhuiben.jpg',
+		prompt: '温暖治愈的手绘绘本，柔和色彩与亲切人物',
+	},
+	{
+		name: '冒险动漫',
+		image: 'haizeiwangfengge.jpg',
+		prompt: '明快的冒险动漫风格，夸张表情与充满活力的画面',
+	},
+];
+export const agentThemes: Record<
+	string,
+	{ title: string; hint: string; color: string; hue: number }
+> = {
+	script: {
+		title: '把一句灵感，\n写成一个好故事。',
+		hint: '打磨人物、冲突与故事节奏',
+		color: '#f5b042',
+		hue: 0,
+	},
+	style: {
+		title: '让脑海里的画面，\n拥有自己的风格。',
+		hint: '确定画风、色彩与光线',
+		color: '#cba0ff',
+		hue: 20,
+	},
+	storyboard: {
+		title: '把故事的每一刻，\n放进恰当的镜头。',
+		hint: '拆解构图、动作与镜头节奏',
+		color: '#73ceee',
+		hue: 85,
+	},
+	assets: {
+		title: '人物、场景与细节，\n一起走进作品里。',
+		hint: '整理角色、场景与参考素材',
+		color: '#69d4bc',
+		hue: 145,
+	},
+	shot: {
+		title: '让静止的想象，\n有了流动的瞬间。',
+		hint: '镜头提示词、图片与视频工具',
+		color: '#ff95b0',
+		hue: 300,
+	},
+};

calliope-web/src/lib/shot/components/CaptureStrip.svelte

@@ -85,7 +85,7 @@
 		align-items: center;
 		gap: 12px;
 		padding: 8px 12px;
-		border-top: 1px solid var(--border, #232733);
+		border-top: 1px solid var(--border);
 		min-height: 74px;
 	}
 	.label {
@@ -108,7 +108,7 @@
 	.open {
 		display: block;
 		position: relative;
-		border: 1px solid var(--border, #2a2f3a);
+		border: 1px solid var(--border);
 		border-radius: 6px;
 		overflow: hidden;
 		padding: 0;
@@ -128,8 +128,8 @@
 		font-size: 9px;
 		text-transform: uppercase;
 		letter-spacing: 0.05em;
-		background: rgba(0, 0, 0, 0.65);
-		color: #fff;
+		background: var(--media-scrim);
+		color: var(--on-media);
 		border-radius: 4px;
 		padding: 1px 5px;
 		pointer-events: none;
@@ -153,7 +153,7 @@
 		opacity: 1;
 	}
 	.danger {
-		color: #e5697a;
+		color: var(--err);
 	}
 	.empty {
 		font-size: 12px;

calliope-web/src/lib/shot/components/ScenePanel.svelte

@@ -123,7 +123,7 @@
 		gap: 4px;
 	}
 	.btn {
-		border: 1px solid var(--border, #2a2f3a);
+		border: 1px solid var(--border);
 		background: transparent;
 		color: inherit;
 		border-radius: 6px;
@@ -133,10 +133,10 @@
 		line-height: 1.4;
 	}
 	.btn:hover {
-		background: rgba(255, 255, 255, 0.06);
+		background: var(--bg-4);
 	}
 	.danger {
-		color: #e5697a;
+		color: var(--err);
 	}
 	.add-grid {
 		display: grid;
@@ -145,7 +145,7 @@
 		padding: 0 12px 10px;
 	}
 	.add-item {
-		border: 1px solid var(--border, #2a2f3a);
+		border: 1px solid var(--border);
 		background: transparent;
 		color: inherit;
 		border-radius: 6px;
@@ -154,7 +154,7 @@
 		cursor: pointer;
 	}
 	.add-item:hover {
-		background: rgba(255, 255, 255, 0.06);
+		background: var(--bg-4);
 	}
 	.objects {
 		flex: 1;
@@ -171,10 +171,10 @@
 		padding: 2px 4px;
 	}
 	.row:hover {
-		background: rgba(255, 255, 255, 0.04);
+		background: var(--bg-3);
 	}
 	.row.selected {
-		background: rgba(99, 102, 241, 0.22);
+		background: var(--accent-soft);
 	}
 	.name {
 		flex: 1;
@@ -217,8 +217,8 @@
 	}
 	.rename {
 		flex: 1;
-		background: rgba(0, 0, 0, 0.3);
-		border: 1px solid var(--border, #2a2f3a);
+		background: var(--bg);
+		border: 1px solid var(--border);
 		color: inherit;
 		border-radius: 4px;
 		padding: 4px 6px;
@@ -233,6 +233,6 @@
 		padding: 8px 12px;
 		font-size: 11px;
 		opacity: 0.45;
-		border-top: 1px solid var(--border, #232733);
+		border-top: 1px solid var(--border);
 	}
 </style>

calliope-web/src/lib/shot/components/ShotInspector.svelte

@@ -235,7 +235,7 @@
 		opacity: 0.6;
 	}
 	section {
-		border-top: 1px solid var(--border, #232733);
+		border-top: 1px solid var(--border);
 		padding-top: 12px;
 	}
 	.collapse {
@@ -257,8 +257,8 @@
 	input[type='number'],
 	select {
 		width: 100%;
-		background: rgba(0, 0, 0, 0.25);
-		border: 1px solid var(--border, #2a2f3a);
+		background: var(--bg);
+		border: 1px solid var(--border);
 		color: inherit;
 		border-radius: 4px;
 		padding: 3px 5px;
@@ -279,7 +279,7 @@
 		gap: 6px;
 	}
 	.joint {
-		border: 1px solid var(--border, #232733);
+		border: 1px solid var(--border);
 		border-radius: 6px;
 		padding: 6px 8px;
 	}
@@ -298,8 +298,8 @@
 	}
 	.capture {
 		margin-top: auto;
-		border: 1px solid var(--border, #2a2f3a);
-		background: rgba(99, 102, 241, 0.18);
+		border: 1px solid var(--accent-line);
+		background: var(--accent-soft);
 		color: inherit;
 		border-radius: 8px;
 		padding: 8px;
@@ -307,6 +307,6 @@
 		cursor: pointer;
 	}
 	.capture:hover {
-		background: rgba(99, 102, 241, 0.3);
+		background: color-mix(in srgb, var(--accent) 18%, transparent);
 	}
 </style>

calliope-web/src/lib/shot/components/ShotSessionRail.svelte

@@ -255,7 +255,7 @@
 		background: var(--bg-elevated);
 	}
 	.item.active {
-		background: rgba(99, 102, 241, 0.22);
+		background: var(--accent-soft);
 	}
 	.dot {
 		width: 7px;
@@ -265,7 +265,7 @@
 		flex-shrink: 0;
 	}
 	.dot.run {
-		background: var(--accent, #6366f1);
+		background: var(--run);
 		animation: dot-pulse 1.4s ease-in-out infinite;
 	}
 	@keyframes dot-pulse {
@@ -295,6 +295,6 @@
 		display: flex;
 	}
 	.del:hover {
-		color: #e5697a;
+		color: var(--err);
 	}
 </style>

calliope-web/src/lib/shot/components/ShotViewport.svelte

@@ -841,7 +841,7 @@ let exporting = false;
 		height: 100%;
 		min-height: 320px;
 		overflow: hidden;
-		background: #14161c;
+		background: var(--bg);
 		position: relative;
 	}
 	.viewport :global(canvas) {
@@ -866,7 +866,7 @@ let exporting = false;
 		top: 0;
 		bottom: 0;
 		width: 1px;
-		background: rgba(255, 255, 255, 0.14);
+		background: color-mix(in srgb, var(--on-media) 14%, transparent);
 	}
 	.composition-guide .thirds-v:nth-of-type(1) {
 		left: 33.33%;
@@ -879,7 +879,7 @@ let exporting = false;
 		left: 0;
 		right: 0;
 		height: 1px;
-		background: rgba(255, 255, 255, 0.14);
+		background: color-mix(in srgb, var(--on-media) 14%, transparent);
 	}
 	.composition-guide .thirds-h:nth-of-type(3) {
 		top: 33.33%;
@@ -894,7 +894,7 @@ let exporting = false;
 		width: 14px;
 		height: 1px;
 		transform: translate(-50%, -50%);
-		background: rgba(255, 255, 255, 0.35);
+		background: color-mix(in srgb, var(--on-media) 35%, transparent);
 	}
 	.composition-guide .cross-v {
 		position: absolute;
@@ -903,6 +903,6 @@ let exporting = false;
 		width: 1px;
 		height: 14px;
 		transform: translate(-50%, -50%);
-		background: rgba(255, 255, 255, 0.35);
+		background: color-mix(in srgb, var(--on-media) 35%, transparent);
 	}
 </style>

calliope-web/src/lib/shot/components/TimelineStrip.svelte

@@ -194,7 +194,7 @@
 		align-items: center;
 		gap: 10px;
 		padding: 6px 12px;
-		border-top: 1px solid var(--border, #232733);
+		border-top: 1px solid var(--border);
 	}
 	.controls {
 		display: flex;
@@ -207,7 +207,7 @@
 		justify-content: center;
 		min-width: 26px;
 		height: 26px;
-		border: 1px solid var(--border, #2a2f3a);
+		border: 1px solid var(--border);
 		background: transparent;
 		color: inherit;
 		border-radius: 6px;
@@ -216,7 +216,7 @@
 		padding: 0 6px;
 	}
 	.icon-btn:hover:not(:disabled) {
-		background: rgba(255, 255, 255, 0.06);
+		background: var(--bg-4);
 	}
 	.icon-btn:disabled {
 		opacity: 0.45;
@@ -227,10 +227,10 @@
 		gap: 4px;
 	}
 	.obj-add {
-		color: #7dd88a;
+		color: var(--ok);
 	}
 	.export {
-		border: 1px solid var(--border, #2a2f3a);
+		border: 1px solid var(--border);
 		background: transparent;
 		color: inherit;
 		border-radius: 6px;
@@ -240,7 +240,7 @@
 		white-space: nowrap;
 	}
 	.export:hover:not(:disabled) {
-		border-color: var(--accent, #6366f1);
+		border-color: var(--accent-line);
 	}
 	.export:disabled {
 		opacity: 0.45;
@@ -255,8 +255,8 @@
 	}
 	.dur input {
 		width: 46px;
-		background: rgba(0, 0, 0, 0.3);
-		border: 1px solid var(--border, #2a2f3a);
+		background: var(--bg);
+		border: 1px solid var(--border);
 		color: inherit;
 		border-radius: 4px;
 		padding: 3px 5px;
@@ -280,14 +280,14 @@
 		position: absolute;
 		inset: 11px 0;
 		border-radius: 3px;
-		background: rgba(255, 255, 255, 0.08);
+		background: var(--bg-4);
 	}
 	.playhead {
 		position: absolute;
 		top: 2px;
 		bottom: 2px;
 		width: 2px;
-		background: var(--accent, #6366f1);
+		background: var(--accent);
 		transform: translateX(-1px);
 		pointer-events: none;
 	}
@@ -298,8 +298,8 @@
 		height: 10px;
 		border-radius: 2px;
 		transform: translate(-5px, -50%) rotate(45deg);
-		background: #e0b34d;
-		border: 1px solid rgba(0, 0, 0, 0.5);
+		background: var(--warn);
+		border: 1px solid var(--bg);
 		cursor: grab;
 		padding: 0;
 		z-index: 2;

calliope-web/src/lib/shot/components/ViewportToolbar.svelte

@@ -89,8 +89,8 @@
 		display: flex;
 		align-items: center;
 		gap: 6px;
-		border: 1px solid var(--border, #2a2f3a);
-		background: rgba(16, 18, 24, 0.82);
+		border: 1px solid var(--line);
+		background: color-mix(in srgb, var(--bg-2) 85%, transparent);
 		border-radius: 999px;
 		padding: 4px 8px;
 		backdrop-filter: blur(4px);
@@ -103,7 +103,7 @@
 	.divider {
 		width: 1px;
 		height: 16px;
-		background: var(--border, #2a2f3a);
+		background: var(--border);
 		margin: 0 2px;
 	}
 	.btn {
@@ -119,12 +119,12 @@
 		opacity: 0.85;
 	}
 	.btn:hover:not(:disabled) {
-		background: rgba(255, 255, 255, 0.08);
+		background: var(--bg-4);
 		opacity: 1;
 	}
 	.btn.on {
-		background: rgba(99, 102, 241, 0.25);
-		border-color: var(--accent, #6366f1);
+		background: var(--accent-soft);
+		border-color: var(--accent-line);
 		opacity: 1;
 	}
 	.btn:disabled {
@@ -132,9 +132,9 @@
 		cursor: not-allowed;
 	}
 	.capture {
-		border-color: var(--border, #2a2f3a);
+		border-color: var(--border);
 	}
 	.capture:hover {
-		border-color: var(--accent, #6366f1);
+		border-color: var(--accent-line);
 	}
 </style>

calliope-web/src/lib/theme.ts

@@ -0,0 +1,68 @@
+import { writable } from "svelte/store";
+
+/** Approved HEL-726 themes. Colours live only in static/themes.css. */
+export const THEMES = [
+  {
+    id: "night",
+    name: "夜片场",
+    english: "Nocturne",
+    description: "墨黑与钨丝金 · 沉浸式创作",
+  },
+  {
+    id: "day",
+    name: "日光棚",
+    english: "Daylight",
+    description: "暖白纸面 · 白天办公与长时间审稿",
+  },
+  {
+    id: "grade",
+    name: "调色间",
+    english: "Grading",
+    description: "中性深灰 · 判断作品色彩",
+  },
+  {
+    id: "bluehour",
+    name: "蓝调时刻",
+    english: "Blue Hour",
+    description: "靛蓝与珊瑚 · 提案与灵感发散",
+  },
+] as const;
+export type ThemeId = (typeof THEMES)[number]["id"];
+export const THEME_KEY = "aigc-theme";
+export const theme = writable<ThemeId>("night");
+export const themeStorageUnavailable = writable(false);
+
+export function isTheme(value: unknown): value is ThemeId {
+  return THEMES.some((item) => item.id === value);
+}
+
+export function setTheme(id: ThemeId) {
+  if (typeof document === "undefined" || !isTheme(id)) return;
+  // Only the root attribute changes: editors, uploads and jobs stay mounted.
+  document.documentElement.dataset.theme = id;
+  theme.set(id);
+  try {
+    localStorage.setItem(THEME_KEY, id);
+    themeStorageUnavailable.set(false);
+  } catch {
+    themeStorageUnavailable.set(true);
+  }
+}
+
+export function initTheme() {
+  const current = document.documentElement.dataset.theme;
+  theme.set(isTheme(current) ? current : "night");
+  try {
+    localStorage.getItem(THEME_KEY);
+  } catch {
+    themeStorageUnavailable.set(true);
+  }
+  const sync = (event: StorageEvent) => {
+    if (event.key !== THEME_KEY && event.key !== null) return;
+    const id = isTheme(event.newValue) ? event.newValue : "night";
+    document.documentElement.dataset.theme = id;
+    theme.set(id);
+  };
+  window.addEventListener("storage", sync);
+  return () => window.removeEventListener("storage", sync);
+}

calliope-web/src/routes/+layout.svelte

@@ -1,20 +1,22 @@
 <script lang="ts">
-	import './app.css';
-	import { onMount } from 'svelte';
-	import { QueryClient, QueryClientProvider } from '@tanstack/svelte-query';
-	import ToastHost from '$lib/components/ToastHost.svelte';
-	import { initReduceMotion } from '$lib/reduceMotion.svelte';
+  import "./app.css";
+  import { initTheme } from "$lib/theme";
+  import { onMount } from "svelte";
+  import { QueryClient, QueryClientProvider } from "@tanstack/svelte-query";
+  import ToastHost from "$lib/components/ToastHost.svelte";
+  import { initReduceMotion } from "$lib/reduceMotion.svelte";
 
-	const queryClient = new QueryClient({
-		defaultOptions: {
-			queries: { refetchOnWindowFocus: false, retry: 1 },
-		},
-	});
+  const queryClient = new QueryClient({
+    defaultOptions: {
+      queries: { refetchOnWindowFocus: false, retry: 1 },
+    },
+  });
 
-	onMount(() => initReduceMotion());
+  onMount(() => initReduceMotion());
+  onMount(initTheme);
 </script>
 
 <QueryClientProvider client={queryClient}>
-	<slot />
-	<ToastHost />
+  <slot />
+  <ToastHost />
 </QueryClientProvider>

calliope-web/src/routes/+page.svelte

@@ -4,8 +4,21 @@
 	// there is nothing yet, honest Chinese empty states are shown instead of
 	// the sample progress rendered in the mockup.
 	import { goto } from '$app/navigation';
-	import { createMutation, createQuery, useQueryClient } from '@tanstack/svelte-query';
-	import { jobsApi, projects, workbenchApi, workflows, type Job, type Project } from '$lib/api';
+	import { onMount } from 'svelte';
+	import { page } from '$app/state';
+	import {
+		createMutation,
+		createQuery,
+		useQueryClient,
+	} from '@tanstack/svelte-query';
+	import {
+		jobsApi,
+		projects,
+		workbenchApi,
+		workflows,
+		type Job,
+		type Project,
+	} from '$lib/api';
 	import AppShell from '$lib/components/shell/AppShell.svelte';
 	import AProjectCard from '$lib/components/home/AProjectCard.svelte';
 	import Button from '$lib/components/ui/Button.svelte';
@@ -32,7 +45,10 @@
 		refetchInterval: 8000,
 	});
 
-	const workflowsQuery = createQuery({ queryKey: ['workflows'], queryFn: workflows.list });
+	const workflowsQuery = createQuery({
+		queryKey: ['workflows-meta'],
+		queryFn: workflows.listMeta,
+	});
 
 	const allProjects = $derived($projectsQuery.data ?? []);
 	// 进行中 = started the five-stage flow but not all five confirmed yet.
@@ -42,7 +58,9 @@
 			if (!st || st.stage_confirmed >= 5) return false;
 			return (
 				st.stage_confirmed > 0 ||
-				Object.values(st.stage_status ?? {}).some((v) => v === 'running' || v === 'awaiting_confirm')
+				Object.values(st.stage_status ?? {}).some(
+					(v) => v === 'running' || v === 'awaiting_confirm',
+				)
 			);
 		}).length,
 	);
@@ -72,7 +90,13 @@
 		'Gritty, realistic',
 		'Epic, sweeping',
 	];
-	const DURATIONS = ['30 seconds', '1 minute', '2 minutes', '5 minutes', '10 minutes'];
+	const DURATIONS = [
+		'30 seconds',
+		'1 minute',
+		'2 minutes',
+		'5 minutes',
+		'10 minutes',
+	];
 
 	let ideaForm = $state({
 		title: '',
@@ -84,6 +108,9 @@
 	let scriptForm = $state({ title: '', script: '' });
 	let showErrors = $state(false);
 
+	onMount(() => {
+		if (page.url.searchParams.get('new') === '1') openIdea();
+	});
 	function openIdea() {
 		entryMode = 'idea';
 		showErrors = false;
@@ -114,7 +141,8 @@
 		const errs: Record<string, string> = {};
 		if (!scriptForm.title.trim()) errs.title = t('home.errTitle');
 		if (!scriptForm.script.trim()) errs.script = t('home.errScript');
-		else if (scriptForm.script.trim().length < 30) errs.script = t('home.errScriptShort');
+		else if (scriptForm.script.trim().length < 30)
+			errs.script = t('home.errScriptShort');
 		return errs;
 	});
 
@@ -128,7 +156,10 @@
 		toast.success(t('projects.created', { title: p.title }));
 		// Import the pasted script as the confirmed 剧本 baseline, then
 		// continue from 视觉设计 (导入剧本可跳过剧本创作).
-		$importScriptMutation.mutate({ projectId: p.id, text: scriptForm.script.trim() });
+		$importScriptMutation.mutate({
+			projectId: p.id,
+			text: scriptForm.script.trim(),
+		});
 	}
 
 	const importScriptMutation = createMutation({
@@ -139,7 +170,9 @@
 			goto(`/workbench/${args.projectId}?stage=style`);
 		},
 		onError: (err, args) => {
-			toast.error(err instanceof Error ? err.message : t('projects.createFailed'));
+			toast.error(
+				err instanceof Error ? err.message : t('projects.createFailed'),
+			);
 			// Never strand the user: open the workbench at 剧本创作 so the
 			// text can be pasted/edited there even if the import failed.
 			if (args) goto(`/workbench/${args.projectId}?stage=script`);
@@ -157,7 +190,9 @@
 			}),
 		onSuccess: onIdeaCreated,
 		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('projects.createFailed'));
+			toast.error(
+				err instanceof Error ? err.message : t('projects.createFailed'),
+			);
 		},
 	});
 
@@ -169,7 +204,9 @@
 			}),
 		onSuccess: onScriptCreated,
 		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('projects.createFailed'));
+			toast.error(
+				err instanceof Error ? err.message : t('projects.createFailed'),
+			);
 		},
 	});
 
@@ -191,7 +228,9 @@
 	// ------------------------------------------------------------------
 	const recentJobs = $derived(($jobsQuery.data ?? []).slice(0, 10));
 	const activeJobCount = $derived(
-		($jobsQuery.data ?? []).filter((j) => j.status === 'pending' || j.status === 'running').length,
+		($jobsQuery.data ?? []).filter(
+			(j) => j.status === 'pending' || j.status === 'running',
+		).length,
 	);
 
 	const projectTitles = $derived.by(() => {
@@ -207,7 +246,9 @@
 			toast.success(t('home.jobRequeued'));
 		},
 		onError: (err) => {
-			toast.error(err instanceof Error ? err.message : t('home.jobRetryFailed'));
+			toast.error(
+				err instanceof Error ? err.message : t('home.jobRetryFailed'),
+			);
 		},
 	});
 
@@ -220,7 +261,8 @@
 	// a1 task row: 「本机 · 生图」 tag + the project (or workflow) name.
 	function jobTag(job: Job): { cls: string; label: string } {
 		const kind = KIND_KEY[job.kind] ? t(KIND_KEY[job.kind]) : job.kind;
-		const url = (job.payload?.endpoint as { base_url?: string } | undefined)?.base_url;
+		const url = (job.payload?.endpoint as { base_url?: string } | undefined)
+			?.base_url;
 		if (!url) return { cls: 'tag-local', label: kind };
 		const where = classifyEndpoint(url);
 		return {
@@ -230,25 +272,41 @@
 	}
 
 	function workflowName(job: Job): string {
-		return ($workflowsQuery.data ?? []).find((w) => w.id === job.workflow_id)?.name ?? '';
+		return (
+			($workflowsQuery.data ?? []).find((w) => w.id === job.workflow_id)
+				?.name ?? ''
+		);
 	}
 
 	function jobTitle(job: Job): string {
-		const project = isStandaloneJob(job) ? undefined : projectTitles.get(job.project_id);
-		return project ? `《${project}》` : workflowName(job) || jobSourceLabel(job);
+		const project = isStandaloneJob(job)
+			? undefined
+			: projectTitles.get(job.project_id);
+		return project
+			? `《${project}》`
+			: workflowName(job) || jobSourceLabel(job);
 	}
 
 	function jobMeta(job: Job): string {
 		const wf = workflowName(job);
-		const parts = [wf === jobTitle(job) ? '' : wf, jobSourceLabel(job), formatJobTime(job.created_at)];
-		if (job.status === 'failed' && job.error && job.error !== 'cancelled') parts.push(job.error);
+		const parts = [
+			wf === jobTitle(job) ? '' : wf,
+			jobSourceLabel(job),
+			formatJobTime(job.created_at),
+		];
+		if (job.status === 'failed' && job.error && job.error !== 'cancelled')
+			parts.push(job.error);
 		return parts.filter(Boolean).join(' · ');
 	}
 
-	function jobBar(job: Job): { value: number; tone: 'run' | 'success' | 'error' } {
+	function jobBar(job: Job): {
+		value: number;
+		tone: 'run' | 'success' | 'error';
+	} {
 		if (job.status === 'done') return { value: 100, tone: 'success' };
 		if (job.status === 'failed') return { value: 100, tone: 'error' };
-		if (job.status === 'running') return { value: progressFor(job.id)?.progress ?? 3, tone: 'run' };
+		if (job.status === 'running')
+			return { value: progressFor(job.id)?.progress ?? 3, tone: 'run' };
 		return { value: 0, tone: 'run' };
 	}
 
@@ -263,7 +321,10 @@
 	function formatJobTime(raw: string): string {
 		const ts = parseDbTs(raw);
 		if (!Number.isFinite(ts)) return '';
-		return new Date(ts).toLocaleTimeString([], { hour: '2-digit', minute: '2-digit' });
+		return new Date(ts).toLocaleTimeString([], {
+			hour: '2-digit',
+			minute: '2-digit',
+		});
 	}
 
 	// English values are the backend contract; display labels come from the
@@ -302,9 +363,13 @@
 	}
 </script>
 
-<AppShell active="projects" title={t('home.title')} subtitle={t('home.subtitle')}>
+<AppShell active="projects" title="概览" subtitle={t('home.subtitle')}>
 	{#snippet actions()}
-		<span class="status-chip">{t('home.projectCount', { n: allProjects.length, m: inProgressCount })}</span
+		<span class="status-chip"
+			>{t('home.projectCount', {
+				n: allProjects.length,
+				m: inProgressCount,
+			})}</span
 		>
 		<button
 			class="a-btn"
@@ -320,24 +385,49 @@
 	<div class="home">
 		<section class="main-col">
 			{#if entryMode === 'none'}
-				<div class="entries">
-				<article class="entry-card">
-					<span class="entry-icon"><Icon name="sparkle" size={18} /></span>
-					<h2>{t('home.entryIdeaTitle')}</h2>
-					<p>{t('home.entryIdeaBody')}</p>
-					<button type="button" class="a-btn secondary full" onclick={openIdea}>
-						{t('home.startIdea')}
-					</button>
-				</article>
-				<article class="entry-card">
-					<span class="entry-icon"><Icon name="script" size={18} /></span>
-					<h2>{t('home.entryScriptTitle')}</h2>
-					<p>{t('home.entryScriptBody')}</p>
-					<button type="button" class="a-btn secondary full" onclick={openScript}>
-						{t('home.importScript')}
-					</button>
-				</article>
+				<div class="refract-greeting">
+					<h2>欢迎回到工作室。</h2>
+					<span>给今天的想象，留一点空间。</span>
 				</div>
+				<section class="studio-start">
+					<div>
+						<small>从这里开始今天的创作</small>
+						<h1>让想法，成为下一件作品。</h1>
+						<p>直接生成图片与视频，或与智能体一起推进项目。</p>
+						<div class="start-actions">
+							<button class="a-btn gold" onclick={openIdea}>＋ 新建项目</button
+							><button class="a-btn secondary" onclick={openScript}
+								>导入剧本</button
+							>
+						</div>
+					</div>
+					<img src="/refract/coast.jpg" alt="海岸光线与画面参考" />
+				</section>
+				{#if allProjects.length}{@const recent = allProjects[0]}<a
+						class="resume-project"
+						href={'/workbench/' + recent.id}
+						><Icon name="folder" size={22} />
+						<div>
+							<small>继续最近的项目</small><strong>{recent.title}</strong>
+						</div>
+						<span>{recent.stats?.stage_confirmed ?? 0} / 5 阶段已确认</span><b
+							>继续创作 →</b
+						></a
+					>{/if}
+				<section class="refract-tools" aria-label="创作工具">
+					{#each [{ href: '/image', icon: 'image', title: '图片创作', desc: '从文字、参考图到新画面' }, { href: '/video', icon: 'film', title: '视频创作', desc: '首尾帧、参考视频与运镜' }, { href: '/canvas', icon: 'story', title: '灵感画布', desc: '把零散的想法连接起来' }, { href: '/agents', icon: 'sparkle', title: '智能体', desc: '让专业搭档加入创作' }] as tool}
+						<a href={tool.href}
+							><span class="tool-icon"
+								><Icon
+									name={tool.icon as 'image' | 'film' | 'story' | 'sparkle'}
+									size={20}
+								/></span
+							><span
+								><strong>{tool.title}</strong><small>{tool.desc}</small></span
+							><span class="tool-arrow">↗</span></a
+						>
+					{/each}
+				</section>
 			{:else if entryMode === 'idea'}
 				<form class="entry-form" onsubmit={submitIdea}>
 					<div class="form-head">
@@ -352,14 +442,17 @@
 						</button>
 					</div>
 					<label class="field">
-						<span class="field-label">{t('projects.titleField')}<em>*</em></span>
+						<span class="field-label">{t('projects.titleField')}<em>*</em></span
+						>
 						<input
 							class="field-input"
 							class:invalid={showErrors && ideaErrors.title}
 							bind:value={ideaForm.title}
 							placeholder={t('projects.titlePlaceholder')}
 						/>
-						{#if showErrors && ideaErrors.title}<span class="field-error">{ideaErrors.title}</span>{/if}
+						{#if showErrors && ideaErrors.title}<span class="field-error"
+								>{ideaErrors.title}</span
+							>{/if}
 					</label>
 					<label class="field">
 						<span class="field-label">{t('projects.ideaField')}</span>
@@ -375,14 +468,17 @@
 						<label class="field">
 							<span class="field-label">{t('projects.genre')}</span>
 							<select class="field-input" bind:value={ideaForm.genre}>
-								{#each GENRES as v (v)}<option value={v}>{t('genres.' + genreKey(v))}</option
+								{#each GENRES as v (v)}<option value={v}
+										>{t('genres.' + genreKey(v))}</option
 									>{/each}
 							</select>
 						</label>
 						<label class="field">
 							<span class="field-label">{t('projects.tone')}</span>
 							<select class="field-input" bind:value={ideaForm.tone}>
-								{#each TONES as v (v)}<option value={v}>{t('tones.' + toneKey(v))}</option>{/each}
+								{#each TONES as v (v)}<option value={v}
+										>{t('tones.' + toneKey(v))}</option
+									>{/each}
 							</select>
 						</label>
 						<label class="field">
@@ -395,8 +491,14 @@
 						</label>
 					</div>
 					<div class="form-actions">
-						<Button variant="ghost" onclick={closeEntry}>{t('projects.cancel')}</Button>
-						<Button variant="primary" type="submit" loading={$ideaMutation.isPending}>
+						<Button variant="ghost" onclick={closeEntry}
+							>{t('projects.cancel')}</Button
+						>
+						<Button
+							variant="primary"
+							type="submit"
+							loading={$ideaMutation.isPending}
+						>
 							{t('projects.create')}
 						</Button>
 					</div>
@@ -415,14 +517,16 @@
 						</button>
 					</div>
 					<label class="field">
-						<span class="field-label">{t('projects.titleField')}<em>*</em></span>
+						<span class="field-label">{t('projects.titleField')}<em>*</em></span
+						>
 						<input
 							class="field-input"
 							class:invalid={showErrors && scriptErrors.title}
 							bind:value={scriptForm.title}
 							placeholder={t('projects.titlePlaceholder')}
 						/>
-						{#if showErrors && scriptErrors.title}<span class="field-error">{scriptErrors.title}</span
+						{#if showErrors && scriptErrors.title}<span class="field-error"
+								>{scriptErrors.title}</span
 							>{/if}
 					</label>
 					<label class="field">
@@ -434,13 +538,20 @@
 							placeholder={t('home.scriptPlaceholder')}
 							rows={9}
 						></textarea>
-						{#if showErrors && scriptErrors.script}<span class="field-error">{scriptErrors.script}</span
+						{#if showErrors && scriptErrors.script}<span class="field-error"
+								>{scriptErrors.script}</span
 							>{/if}
 						<span class="field-hint">{t('home.scriptHint')}</span>
 					</label>
 					<div class="form-actions">
-						<Button variant="ghost" onclick={closeEntry}>{t('projects.cancel')}</Button>
-						<Button variant="primary" type="submit" loading={$scriptMutation.isPending}>
+						<Button variant="ghost" onclick={closeEntry}
+							>{t('projects.cancel')}</Button
+						>
+						<Button
+							variant="primary"
+							type="submit"
+							loading={$scriptMutation.isPending}
+						>
 							{t('home.importScript')}
 						</Button>
 					</div>
@@ -448,7 +559,8 @@
 			{/if}
 
 			<div class="projects-head">
-				<h2>{t('home.myProjects')}</h2>
+				<h2>最近的创作</h2>
+				<a class="refract-all" href="/workbench">全部项目 →</a>
 				{#if allProjects.length > 0}
 					<span class="projects-hint">{t('home.myProjectsHint')}</span>
 				{/if}
@@ -483,7 +595,7 @@
 				</div>
 			{:else}
 				<div class="cards">
-					{#each allProjects as project (project.id)}
+					{#each allProjects.slice(0, 3) as project (project.id)}
 						<AProjectCard {project} />
 					{/each}
 				</div>
@@ -491,12 +603,12 @@
 		</section>
 
 		<aside class="tasks">
-		<div class="tasks-head">
-			<h2>{t('home.tasksTitle')}</h2>
-			<span class="status-chip" class:run-chip={activeJobCount > 0}>
-				{t('home.activeJobs', { n: activeJobCount })}
-			</span>
-		</div>
+			<div class="tasks-head">
+				<h2>{t('home.tasksTitle')}</h2>
+				<span class="status-chip" class:run-chip={activeJobCount > 0}>
+					{t('home.activeJobs', { n: activeJobCount })}
+				</span>
+			</div>
 
 			{#if $jobsQuery.isLoading}
 				<div class="tasks-loading">{t('common.loading')}…</div>
@@ -514,10 +626,14 @@
 						<li class="job-row" class:failed={job.status === 'failed'}>
 							<div class="job-top">
 								<span class="a-tag">{tag.label}</span>
-								<span class="job-name" title={jobTitle(job)}>{jobTitle(job)}</span>
+								<span class="job-name" title={jobTitle(job)}
+									>{jobTitle(job)}</span
+								>
 								<span class="job-side">
 									{#if job.status === 'failed' && job.error !== 'cancelled'}
-										<span class="job-status mono failed-text">{jobStatusLabel(job.status)}</span>
+										<span class="job-status mono failed-text"
+											>{jobStatusLabel(job.status)}</span
+										>
 										<button
 											type="button"
 											class="retry-link"
@@ -533,8 +649,12 @@
 													? 'running-text'
 													: 'queued-text'}"
 										>
-											{#if job.status === 'running'}<span class="dot breathe" aria-hidden="true"
-												></span>{Math.round(bar.value)}%{:else}{jobStatusLabel(job.status)}{/if}
+											{#if job.status === 'running'}<span
+													class="dot breathe"
+													aria-hidden="true"
+												></span>{Math.round(bar.value)}%{:else}{jobStatusLabel(
+													job.status,
+												)}{/if}
 										</span>
 									{/if}
 								</span>
@@ -554,9 +674,9 @@
 <style>
 	.home {
 		display: grid;
-		grid-template-columns: minmax(0, 1fr) 344px;
+		grid-template-columns: minmax(0, 1fr);
 		gap: 24px;
-		padding: 24px 28px 40px;
+		padding: 28px 36px 56px;
 		max-width: 1560px;
 		width: 100%;
 		box-sizing: border-box;
@@ -571,52 +691,6 @@
 		gap: 22px;
 	}
 
-	/* ---------------- topbar chip + buttons ---------------- */
-	.a-btn.full {
-		width: 100%;
-		margin-top: auto;
-	}
-
-	/* ---------------- entry cards / forms (a1 双入口) ---------------- */
-	.entries {
-		display: grid;
-		grid-template-columns: repeat(2, minmax(0, 1fr));
-		gap: var(--sp-6);
-	}
-	.entry-card {
-		display: flex;
-		flex-direction: column;
-		gap: var(--sp-3);
-		background: var(--bg-2);
-		border: 1px solid var(--line);
-		border-radius: var(--r-lg);
-		padding: 18px var(--sp-7) var(--sp-7);
-		min-height: 168px;
-	}
-	.entry-icon {
-		width: 38px;
-		height: 38px;
-		border-radius: 9px;
-		background: var(--bg-3);
-		border: 1px solid var(--line-2);
-		display: inline-flex;
-		align-items: center;
-		justify-content: center;
-		color: var(--text-2);
-	}
-	.entry-card h2 {
-		margin: var(--sp-1) 0 0;
-		font-size: 14.5px;
-		font-weight: 600;
-		color: var(--text);
-	}
-	.entry-card p {
-		margin: 0;
-		font-size: var(--fs-body-sm);
-		line-height: 1.65;
-		color: var(--text-2);
-	}
-
 	.entry-form {
 		background: var(--bg-2);
 		border: 1px solid var(--line);
@@ -912,9 +986,6 @@
 		.tasks {
 			position: static;
 		}
-		.entries {
-			grid-template-columns: minmax(0, 1fr);
-		}
 		.f-grid {
 			grid-template-columns: minmax(0, 1fr);
 		}
@@ -924,4 +995,210 @@
 			padding: var(--sp-4) var(--sp-4) var(--sp-8);
 		}
 	}
+
+	.refract-greeting {
+		display: flex;
+		justify-content: space-between;
+		align-items: center;
+	}
+	.refract-greeting h2 {
+		margin: 0;
+		font-size: 15px;
+	}
+	.refract-greeting span {
+		font-size: 11px;
+		color: var(--text-3);
+	}
+	.refract-tools {
+		display: grid;
+		grid-template-columns: repeat(4, 1fr);
+		gap: 12px;
+		margin: -4px 0 8px;
+	}
+	.refract-tools a {
+		background: var(--surface);
+		border: 1px solid var(--line);
+		border-radius: 11px;
+		display: flex;
+		align-items: center;
+		text-align: left;
+		padding: 14px 16px;
+		gap: 13px;
+		text-decoration: none;
+		color: inherit;
+	}
+	.tool-icon {
+		width: 36px;
+		height: 36px;
+		border-radius: 9px;
+		display: grid;
+		place-items: center;
+		background: #00cae016;
+		color: var(--accent);
+	}
+	.refract-tools a:nth-child(2) .tool-icon {
+		background: #f5b04216;
+		color: #f5b042;
+	}
+	.refract-tools a:nth-child(3) .tool-icon {
+		background: #7850ff16;
+		color: #a78bfa;
+	}
+	.refract-tools a:nth-child(4) .tool-icon {
+		background: #10b98116;
+		color: #55d4ad;
+	}
+	.refract-tools strong {
+		display: block;
+		font-size: 12px;
+		font-weight: 550;
+	}
+	.refract-tools small {
+		display: block;
+		font-size: 9px;
+		color: var(--text-3);
+		margin-top: 3px;
+	}
+	.tool-arrow {
+		margin-left: auto;
+		color: var(--text-3);
+	}
+	.refract-all {
+		margin-left: auto;
+		font-size: 11px;
+		color: var(--text-3);
+		text-decoration: none;
+	}
+	.tasks {
+		border: 0;
+		border-top: 1px solid var(--line);
+		background: none;
+		padding: 20px 0 0;
+	}
+	.job-list {
+		display: grid;
+		grid-template-columns: repeat(2, minmax(0, 1fr));
+		gap: 14px;
+	}
+	.tasks-note {
+		display: none;
+	}
+	.home .cards {
+		grid-template-columns: repeat(3, minmax(0, 1fr));
+	}
+	.main-col {
+		gap: 24px;
+	}
+	@media (hover: hover) {
+		.refract-tools a:hover {
+			background: #ffffff06;
+		}
+	}
+
+	.home {
+		max-width: none;
+		padding: 24px 28px 30px;
+		grid-template-columns: minmax(0, 1fr) 260px;
+		gap: 24px;
+	}
+	.studio-start {
+		display: flex;
+		justify-content: space-between;
+		border: 1px solid var(--line);
+		border-radius: 14px;
+		overflow: hidden;
+		background: #16161b;
+		min-height: 210px;
+	}
+	.studio-start > div {
+		padding: 28px;
+		display: flex;
+		flex-direction: column;
+		justify-content: center;
+	}
+	.studio-start small {
+		font-size: 10px;
+		color: var(--accent);
+	}
+	.studio-start h1 {
+		font-size: 27px;
+		font-weight: 550;
+		margin: 12px 0;
+		letter-spacing: -0.8px;
+	}
+	.studio-start p {
+		font-size: 12px;
+		color: var(--text-3);
+		margin: 0 0 18px;
+	}
+	.studio-start img {
+		width: 38%;
+		object-fit: cover;
+	}
+	.start-actions {
+		display: flex;
+		gap: 10px;
+	}
+	.resume-project {
+		display: flex;
+		align-items: center;
+		gap: 14px;
+		padding: 15px 18px;
+		border: 1px solid var(--line);
+		border-radius: 10px;
+		color: var(--text);
+		text-decoration: none;
+		background: #16161b;
+	}
+	.resume-project small {
+		display: block;
+		font-size: 10px;
+		color: var(--text-3);
+	}
+	.resume-project strong {
+		display: block;
+		font-size: 14px;
+		font-weight: 550;
+		margin-top: 5px;
+	}
+	.resume-project > span {
+		margin-left: auto;
+		color: var(--text-3);
+		font-size: 11px;
+	}
+	.resume-project b {
+		font-size: 11px;
+		font-weight: 500;
+		color: var(--accent);
+	}
+	.refract-tools {
+		gap: 10px;
+	}
+	.refract-tools a {
+		padding: 12px;
+	}
+	.cards {
+		grid-template-columns: repeat(3, minmax(0, 1fr));
+		gap: 14px;
+	}
+	.tasks {
+		padding: 16px;
+		background: #16161b;
+		border-radius: 12px;
+	}
+	@media (max-width: 1200px) {
+		.home {
+			grid-template-columns: minmax(0, 1fr);
+			padding: 20px;
+		}
+		.refract-tools {
+			grid-template-columns: repeat(4, minmax(0, 1fr));
+		}
+		.studio-start h1 {
+			font-size: 24px;
+		}
+		.tasks {
+			position: static;
+		}
+	}
 </style>